Electronic device for processing multi-modal input, method for processing multi-modal input and server for processing multi-modal input

ABSTRACT

An electronic device is provided. The electronic device includes a housing, a touchscreen display exposed through a first portion of the housing, a microphone disposed at a second portion of the housing, a speaker disposed at a third portion of the housing, a memory disposed inside the housing, a processor disposed inside the housing, and electrically connected to the display, the microphone, the speaker, and the memory. The memory is configured to store a plurality of application programs, each of which includes a graphic user interface (GUI).

CROSS-REFERENCE TO RELATED APPLICATION(S)

This application is a continuation application of prior application Ser.No. 15/824,331, filed on Nov. 28, 2017, which was based on and claimedpriority under 35 U.S.C. § 119(a) of a Korean patent application filedon Nov. 28, 2016 in the Korean Intellectual Property Office and assignedSer. No. 10-2016-0159704, the entire disclosure of which is herebyincorporated by reference.

TECHNICAL FIELD

The present disclosure relates to an electronic device for processing amulti-modal input, which is used to receive various inputs of a user.More particularly, the present disclosure relates to a method forprocessing the multi-modal input, and a server for processing themulti-modal input.

BACKGROUND

In addition to an input scheme using a keyboard or a mouse, anelectronic device has recently supported various input schemes such as avoice input and the like according to the related art. For example, theelectronic device such as a smartphone or a tablet personal computer(PC) may recognize a voice input of a user in a state where a voicerecognition service is executed and may execute an action correspondingto the voice input or may provide the result found depending on thevoice input.

Nowadays, the voice recognition service is being developed based on atechnology processing a natural language. The technology processing thenatural language refers to a technology that grasps the intent of auser's utterance and provides the user with the result suitable for theintent.

The above information is presented as background information only toassist with an understanding of the present disclosure. No determinationhas been made, and no assertion is made, as to whether any of the abovemight be applicable as prior art with regard to the present disclosure.

SUMMARY

Since a voice recognition service provides only the result based on auser input when recognizing and processing a user voice according to therelated art, the voice recognition service may process only the simpleuser input such as performing a program and may not process the userinput utilized to perform a plurality of applications according to therelated art.

In the case where the user enters a voice including insufficientinformation, the voice recognition service may not recognize the uservoice due to the insufficient information and may not recognize theentire user input according to the related art. For example, in the casewhere it is difficult for the voice recognition service to grasp theintent of the user by using only the utterance of the user, the voicerecognition service may grasp optimal intent by using an additionalutterance of the user or information of a terminal. After the intent ofthe user is determined, the voice recognition service may perform aservice (e.g., searching, performing an application) or a task suitablefor the grasped intent. If a user repeatedly receives a request for theadditional utterance after the first utterance of the user, it isdifficult for the user to grasp the intent of the request for theadditional utterance. In addition, if the user repeatedly receives therequest when the voice recognition service is initially performed, theuser will perceive that it is difficult to use the service.

It is difficult for the voice recognition service, which provides theresult in response to a voice input (instruction), to provide otherinput means. For example, the user may utilize the various input meanssuch as a keyboard and a mouse or a touch input. However, since aninterface of the voice recognition service is mainly composed of theinput/output of a voice, it is difficult for the user to utilize theinput means other than the voice.

Aspects of the present disclosure are to address at least theabove-mentioned problems and/or disadvantages and to provide at leastthe advantages described below. Accordingly, an aspect of the presentdisclosure is to provide a voice input processing method being an inputmeans for integrally functioning with an input means (e.g., a keyboard,a mouse, a touch input, or the like) in addition to a voice input.

Accordingly, another aspect of the present disclosure is to provide amethod that processes a natural language through an integrated interfacebased on various input means.

Accordingly, another aspect of the present disclosure is to provide aninterface and a system that are capable of receiving an additional inputof a user while performing a service or a task corresponding to thefirst utterance of a user.

In accordance with an aspect of the present disclosure, an electronicdevice is provided. The electronic device includes a housing, atouchscreen display exposed through a first portion of the housing, amicrophone disposed at a second portion of the housing, a speakerdisposed at a third portion of the housing, a memory disposed inside thehousing, a processor disposed inside the housing, and electricallyconnected to the display, the microphone, the speaker, and the memory.The memory is configured to store a plurality of application programs,each of which includes a graphic user interface (GUI). The memory isfurther configured to store instructions that, when executed, cause theprocessor to control the microphone to receive an utterance from a user,to generate or receive text data based on the utterance, to select oneof the applications programs, based at least partly on the text data, tolaunch the selected application program, to control to display the GUIof the selected application program on the display, to control todisplay at least part of a sequence of automatically providing an inputinto the GUI on the display, based at least partly on the text data, tocause the selected application program to perform an operation thatutilizes at least one parameter, using the input as the at least oneparameter, and to control to display a result of the operation on thedisplay.

In accordance with an aspect of the present disclosure, an electronicdevice is provided. The electronic device includes a housing, atouchscreen display exposed through a first portion of the housing, amicrophone disposed at a second portion of the housing, a speakerdisposed at a third portion of the housing, a memory disposed inside thehousing, a processor disposed inside the housing, and electricallyconnected to the display, the microphone, and the speaker, and thememory. The memory is configured to store a first plurality ofapplication programs and a second plurality of application programs,wherein each of the first and second plurality of application programsincludes a GUI. The memory is further configured to store instructionsthat, when executed, cause the processor to control the microphone toreceive an utterance from a user, to generate or receive text data basedon the utterance, to select a first application program from the firstplurality of application programs, based at least partly on the textdata, to launch the selected first application program, to control todisplay the GUI of the selected first application program on thedisplay, to cause the selected first application program to perform afirst operation that utilizes at least one first parameter, based atleast partly on the text data, while displaying at least part of asequence of performing the first operation on the display, to control todisplay a result of the first operation on the display, after displayingthe result, to control to display one or more identifiers on thedisplay, based at least partly on the text data, each of the identifiersrepresents a respective one of the second plurality of applicationprograms, to receive a selection of one of the identifiers from the uservia the display or the microphone, to select a second applicationprogram from the second plurality of application programs, based on thereceived selection, and to cause the selected second application programto perform a second operation that utilizes at least one secondparameter, using at least part of the result of the first operation.

In accordance with an aspect of the present disclosure, an electronicdevice is provided. The electronic device includes a housing, atouchscreen display exposed through a first portion of the housing, amicrophone disposed at a second portion of the housing, a speakerdisposed at a third portion of the housing, a memory disposed inside thehousing, a processor disposed inside the housing, and electricallyconnected to the display, the microphone, the speaker, and the memory.The memory is configured to store a plurality of application programs,each of which includes a GUI. The memory is further configured to storeinstructions that, when executed, cause the processor to control themicrophone to receive a verbal request from a user, to generate orreceive text data based on the request, to select one of theapplications programs, based at least partly on the text data, todetermine a portion of an operation that can be performed automaticallyon the selected application program, using the text data, to launch theselected application program, to control to display the GUI of theselected application program on the display, to control to display atleast part of a sequence of automatically performing the portion of theoperation, based at least partly on the text data, without completingthe operation, to receive a user input via the display or microphone,and to cause the application program to complete the operation, usingthe received user input.

In accordance with an aspect of the present disclosure, a voice inputprocessing method is provided. The method includes receiving anutterance from a user via a microphone, generating or receiving textdata based on the utterance, selecting one application program based atleast partly on the text data, launching the selected applicationprogram, displaying a GUI of the selected application program on adisplay, displaying at least part of a sequence of automaticallyproviding an input into the GUI on the display, based at least partly onthe text data, causing the selected application program to perform anoperation that utilizes at least one parameter, using the input as theat least one parameter, and displaying a result of the operation on thedisplay.

In accordance with an aspect of the present disclosure, a server isprovided. The server includes a voice input is configured to receive anutterance of a user from an external electronic device, to generate textdata based on the received utterance of the user, to generate intent ofthe utterance and a parameter for performing the intent based on thetext data, to determine a path rule including a sequence of an operationof an application program of the external electronic device based on theintent and the parameter, and to transmit the path rule to the externalelectronic device. The path rule includes the operation of theapplication program of the external electronic device and the parameterfor performing the operation.

According to various embodiments of the present disclosure, anelectronic device recognizing user's utterance to operate an app mayrecognize the user's utterance to grasp user intent and may determine anaction for accomplishing a purpose according to the grasped intent toexecute the app stepwise, thereby providing a user with the same userinterface (UI) as an UI for performing a touch input.

According to various embodiments of the present disclosure, an action(e.g., the execution of an app), which is capable of being processed,may be stepwise executed by using an insufficient user input in the casewhere the user input includes insufficient information, and anadditional input may be received from a user to execute the remainingactions, thereby providing a service according to user intent.

Besides, a variety of effects directly or indirectly understood throughthe present disclosure may be provided.

Other aspects, advantages, and salient features of the disclosure willbecome apparent to those skilled in the art from the following detaileddescription, which, taken in conjunction with the annexed drawings,discloses various embodiments of the present disclosure.

BRIEF DESCRIPTION OF THE DRAWINGS

The above and other aspects, features, and advantages of certainembodiments of the present disclosure will be more apparent from thefollowing description taken in conjunction with the accompanyingdrawings, in which:

FIG. 1 is a view illustrating an integrated intelligent system,according to various embodiments of the present disclosure;

FIG. 2 is a block diagram illustrating a user terminal of an integratedintelligent system, according to an embodiment of the presentdisclosure;

FIG. 3 is a block diagram illustrating that an application (app) storedin a memory of a user terminal operates after being loaded, according toan embodiment of the present disclosure;

FIG. 4 is a block diagram illustrating a processor of a user terminal,according to an embodiment of the present disclosure;

FIG. 5 is a block diagram illustrating that an intelligence agentprocesses a user input, according to an embodiment of the presentdisclosure;

FIG. 6 is a block diagram illustrating that a context module of aprocessor collects a current state, according to an embodiment of thepresent disclosure;

FIG. 7 is a block diagram illustrating that a persona module managesinformation of a user, according to an embodiment of the presentdisclosure;

FIG. 8 is a block diagram illustrating a proposal module, according toan embodiment of the present disclosure;

FIG. 9 is a diagram illustrating that a hint according to a specificsituation of a context hint generator module of a proposal module isproposed, according to an embodiment of the present disclosure;

FIG. 10 is a diagram illustrating that a hint according to a usagefrequency of a reuse hint generator module is proposed, according to anembodiment of the present disclosure;

FIG. 11 is a diagram illustrating that an introduction hint generatormodule proposes a hint associated with a new function, according to anembodiment of the present disclosure;

FIG. 12 is a block diagram illustrating an intelligence server of anintegrated intelligent system, according to an embodiment of the presentdisclosure;

FIG. 13 is a diagram illustrating a natural language understandingmethod of a natural language understanding (NLU) module, according to anembodiment of the present disclosure;

FIG. 14 is a diagram illustrating a path rule generating method of apath planner module, according to an embodiment of the presentdisclosure;

FIG. 15 is a block diagram illustrating that a path rule of a pathplanner module is generated, according to an embodiment of the presentdisclosure;

FIG. 16 is a diagram illustrating that a path planner module uses userinformation stored in a personal information server, according to anembodiment of the present disclosure;

FIGS. 17A and 17B are flowcharts illustrating a user input processingmethod of an integrated intelligent system, according to an embodimentof the present disclosure;

FIG. 18 is a view illustrating a screen in which an integratedintelligent system service is performed by a user terminal, according toan embodiment of the present disclosure;

FIG. 19 is a view illustrating that a user terminal receives an inputfor recognizing a voice, according to an embodiment of the presentdisclosure;

FIG. 20 is a view illustrating a case where one app is executed by auser terminal, according to an embodiment of the present disclosure;

FIG. 21 is a view illustrating a case where one app is executed by auser terminal, according to an embodiment of the present disclosure;

FIGS. 22 and 23 are views illustrating a case where a portion ofinformation is insufficient in a process for executing one app of a userterminal, according to an embodiment of the present disclosure;

FIGS. 24A, 24B, and 24C are views illustrating a case where a portion ofinformation is insufficient in a process for executing one app of a userterminal, according to an embodiment of the present disclosure;

FIG. 25 is a view illustrating a case where an app, which is not storedin a rule database, is executed by a user terminal, according to anembodiment of the present disclosure;

FIG. 26 is a view illustrating a case where an app is not installed in auser terminal, according to an embodiment of the present disclosure;

FIG. 27 is a view illustrating a case where a plurality of apps areexecuted by a user terminal, according to an embodiment of the presentdisclosure;

FIG. 28 is a view illustrating a case where a plurality of apps areexecuted by a user terminal, according to an embodiment of the presentdisclosure;

FIG. 29 is a view illustrating a case where an execution screen ofanother app is displayed by an integrated intelligent system service ofa user terminal, according to an embodiment of the present disclosure;

FIG. 30 is a view illustrating a case where an execution process ofanother app is displayed in the form of a text by an integratedintelligent system service of a user terminal, according to anembodiment of the present disclosure;

FIGS. 31A and 31B are views illustrating a case where various userinputs are entered in a process for executing a plurality of apps of auser terminal, according to an embodiment of the present disclosure;

FIGS. 32A and 32B are views illustrating a case where insufficientinformation is entered in a process for executing a plurality of apps ofa user terminal, according to an embodiment of the present disclosure;

FIG. 33 is a flowchart illustrating a voice input processing method of auser terminal, according to an embodiment of the present disclosure;

FIG. 34 illustrates an electronic device in a network environmentsystem, according to various embodiments of the present disclosure;

FIG. 35 illustrates a block diagram of an electronic device, accordingto various embodiments of the present disclosure; and

FIG. 36 illustrates a block diagram of a program module, according tovarious embodiments of the present disclosure.

Throughout the drawings, it should be noted that like reference numbersare used to depict the same or similar elements, features, andstructures.

DETAILED DESCRIPTION

The following description with reference to accompanying drawings isprovided to assist in a comprehensive understanding of variousembodiments of the present disclosure as defined by the claims and theirequivalents. It includes various specific details to assist in thatunderstanding but these are to be regarded as merely exemplary.Accordingly, those of ordinary skill in the art will recognize thatvarious changes and modifications of the various embodiments describedherein can be made without departing from the scope and spirit of thepresent disclosure. In addition, descriptions of well-known functionsand constructions may be omitted for clarity and conciseness.

The terms and words used in the following description and claims are notlimited to the bibliographical meanings, but, are merely used by theinventor to enable a clear and consistent understanding of the presentdisclosure. Accordingly, it should be apparent to those skilled in theart that the following description of various embodiments of the presentdisclosure is provided for illustration purpose only and not for thepurpose of limiting the present disclosure as defined by the appendedclaims and their equivalents.

It is to be understood that the singular forms “a,” “an,” and “the”include plural referents unless the context clearly dictates otherwise.Thus, for example, reference to “a component surface” includes referenceto one or more of such surfaces.

In this disclosure, the expressions “have,” “may have,” “include” and“comprise,” or “may include” and “may comprise” used herein indicateexistence of corresponding features (e.g., elements such as numericvalues, functions, operations, or components) but do not excludepresence of additional features.

In this disclosure, the expressions “A or B,” “at least one of A or/andB,” or “one or more of A or/and B,” and the like may include any and allcombinations of one or more of the associated listed items. For example,the term “A or B,” “at least one of A and B,” or “at least one of A orB” may refer to all of the case (1) where at least one A is included,the case (2) where at least one B is included, or the case (3) whereboth of at least one A and at least one B are included.

The terms, such as “first,” “second,” and the like used in thisdisclosure may be used to refer to various elements regardless of theorder and/or the priority and to distinguish the relevant elements fromother elements, but do not limit the elements. For example, “a firstuser device” and “a second user device” indicate different user devicesregardless of the order or priority. For example, without departing thescope of the present disclosure, a first element may be referred to as asecond element, and similarly, a second element may be referred to as afirst element.

It will be understood that when an element (e.g., a first element) isreferred to as being “(operatively or communicatively) coupled with/to”or “connected to” another element (e.g., a second element), it may bedirectly coupled with/to or connected to the other element or anintervening element (e.g., a third element) may be present. In contrast,when an element (e.g., a first element) is referred to as being“directly coupled with/to” or “directly connected to” another element(e.g., a second element), it should be understood that there is nointervening element (e.g., a third element).

According to the situation, the expression “configured to” used in thisdisclosure may be used as, for example, the expression “suitable for,”“having the capacity to,” “designed to,” “adapted to,” “made to,” or“capable of” The term “configured to” must not mean only “specificallydesigned to” in hardware. Instead, the expression “a device configuredto” may mean that the device is “capable of” operating together withanother device or other components. For example, a “processor configuredto (or set to) perform A, B, and C” may mean a dedicated processor(e.g., an embedded processor) for performing a corresponding operationor a generic-purpose processor (e.g., a central processing unit (CPU) oran application processor (AP)) which performs corresponding operationsby executing one or more software programs which are stored in a memorydevice.

Terms used in this disclosure are used to describe specified embodimentsand are not intended to limit the scope of the present disclosure. Theterms of a singular form may include plural forms unless otherwisespecified. All the terms used herein, which include technical orscientific terms, may have the same meaning that is generally understoodby a person skilled in the art. It will be further understood thatterms, which are defined in a dictionary and commonly used, should alsobe interpreted as is customary in the relevant related art and not in anidealized or overly formal unless expressly so defined in variousembodiments of this disclosure. In some cases, even if terms are termswhich are defined in this disclosure, they may not be interpreted toexclude embodiments of this disclosure.

An electronic device according to various embodiments of this disclosuremay include at least one of, for example, smailphones, tablet personalcomputers (PCs), mobile phones, video telephones, electronic bookreaders, desktop PCs, laptop PCs, netbook computers, workstations,servers, personal digital assistants (PDAs), portable multimedia players(PMPs), Motion Picture Experts Group (MPEG-1 or MPEG-2) Audio Layer 3(MP3) players, mobile medical devices, cameras, or wearable devices.According to various embodiments, the wearable device may include atleast one of an accessory type (e.g., watches, rings, bracelets,anklets, necklaces, glasses, contact lens, or head-mounted-devices(HMDs), a fabric or garment-integrated type (e.g., an electronicapparel), a body-attached type (e.g., a skin pad or tattoos), or abio-implantable type (e.g., an implantable circuit).

According to various embodiments, the electronic device may be a homeappliance. The home appliances may include at least one of, for example,televisions (TVs), digital versatile disc (DVD) players, audios,refrigerators, air conditioners, cleaners, ovens, microwave ovens,washing machines, air cleaners, set-top boxes, home automation controlpanels, security control panels, TV boxes (e.g., Samsung HomeSync™,Apple TV™, or Google TV™), game consoles (e.g., Xbox™ or PlayStation™),electronic dictionaries, electronic keys, camcorders, electronic pictureframes, and the like.

According to another embodiment, an electronic device may include atleast one of various medical devices (e.g., various portable medicalmeasurement devices (e.g., a blood glucose monitoring device, aheartbeat measuring device, a blood pressure measuring device, a bodytemperature measuring device, and the like), a magnetic resonanceangiography (MRA), a magnetic resonance imaging (MRI), a computedtomography (CT), scanners, and ultrasonic devices), navigation devices,Global Navigation Satellite System (GNSS), event data recorders (EDRs),flight data recorders (FDRs), vehicle infotainment devices, electronicequipment for vessels (e.g., navigation systems and gyrocompasses),avionics, security devices, head units for vehicles, industrial or homerobots, automatic teller's machines (ATMs), points of sales (POSs) ofstores, or internet of things (e.g., light bulbs, various sensors,electric or gas meters, sprinkler devices, fire alarms, thermostats,street lamps, toasters, exercise equipment, hot water tanks, heaters,boilers, and the like).

According to an embodiment, the electronic device may include at leastone of parts of furniture or buildings/structures, electronic boards,electronic signature receiving devices, projectors, or various measuringinstruments (e.g., water meters, electricity meters, gas meters, or wavemeters, and the like). According to various embodiments, the electronicdevice may be one of the above-described devices or a combinationthereof An electronic device according to an embodiment may be aflexible electronic device. Furthermore, an electronic device accordingto an embodiment of this disclosure may not be limited to theabove-described electronic devices and may include other electronicdevices and new electronic devices according to the development oftechnologies.

Hereinafter, electronic devices according to various embodiments will bedescribed with reference to the accompanying drawings. In thisdisclosure, the term “user” may refer to a person who uses an electronicdevice or may refer to a device (e.g., an artificial intelligenceelectronic device) that uses the electronic device.

FIG. 1 is a view illustrating an integrated intelligent system,according to various embodiments of the present disclosure.

Referring to FIG. 1, an integrated intelligent system 10 may include auser terminal 100 (e.g., an electronic device 3401 of FIG. 34), anintelligence server 200, a personal information server 300, and aproposal server 400.

The user terminal 100 may provide a service for a user through anapplication (app) (or an application program) (e.g., an alarm app, amessage app, a picture (gallery) app, or the like) stored in the userterminal 100. For example, the user terminal 100 may execute and operateother app through an intelligence app (or a voice recognition app)stored in the user terminal 100. The other app may be executed throughthe intelligence app of the user terminal 100 and a user input forperforming a task may be received. For example, the user input may bereceived through a physical button, a touch pad, a voice input, or thelike. According to an embodiment, various types of terminal devices (oran electronic device), which are connected with Internet, such as amobile phone, a smailphone, PDA, a notebook computer, and the like maycorrespond to the user terminal 100.

According to an embodiment, the user terminal 100 may receive theutterance of a user as a user input. The user terminal 100 may receivethe utterance of the user and may generate an instruction for operatingan app based on the utterance of the user. As such, the user terminal100 may operate the app by using the instruction.

The intelligence server 200 may receive a voice input of the user fromthe user terminal 100 over a communication network and may change thevoice input of the user to text data. In another embodiment, theintelligence server 200 may generate (or select) a path rule based onthe text data. The path rule may include information about an action (oran operation) for performing the function of an app and informationabout a parameter utilized to perform the action. In addition, the pathrule may include the sequence of the action of the app. The userterminal 100 may receive the path rule, may select an applicationdepending on the path rule, and may execute an action included in thepath rule in the selected application.

Generally, the term “path rule” of the present disclosure may indicate,but is not limited to, a sequence of states in which an electronicdevice performs the task requested by the user. In other words, the pathrule may include information about the sequence of the states. Forexample, the task may be a certain action that the intelligence appprovides. The task may include the generation of a schedule, thetransmission of a picture to a desired opponent, or the provision ofweather information. The user terminal 100 may perform the task bysequentially having at least one or more states (e.g., an operatingstate of the user terminal 100).

According to an embodiment, the path rule may be provided or generatedby an artificial intelligent (AI) system. The artificial intelligentsystem may be a rule-based system, or may be a neural network-basedsystem (e.g., a feedforward neural network (FNN) or a recurrent neuralnetwork (RNN)). Alternatively, the artificial intelligent system may bea combination of the above-described systems or may be different fromthe above-described system. According to an embodiment, the path rulemay be selected from a set of predefined path rules or may be generatedin real time in response to a user request. For example, the artificialintelligent system may select at least a path rule of predefinedplurality of path rules, or may generate a path rule dynamically (or inreal time). Furthermore, the user terminal 100 may use a hybrid systemto provide the path rule.

According to an embodiment, the user terminal 100 may execute the actionand may display a screen corresponding to a state of the user terminal100, which executes the action, on a display. According to anotherembodiment, the user terminal 100 may execute the action and may notdisplay the result obtained by executing the action on the display. Forexample, the user terminal 100 may execute a plurality of actions andmay display only the result of a part of the plurality of actions on thedisplay. For example, the user terminal 100 may display only the result,which is obtained by executing the last action, on the display.According to another embodiment, the user terminal 100 may display theresult, which is obtained by executing the action in response to a userinput (e.g., a voice, a touch, or the like of the user), on the display.

The personal information server 300 may include a database in which userinformation is stored. For example, the personal information server 300may receive the user information (e.g., context information, informationabout the execution of an app, or the like) from the user terminal 100and may store the user information in the database. The intelligenceserver 200 may be used to generate a path rule associated with the userinput after receiving the user information from the personal informationserver 300 over the communication network. According to an embodiment,the user terminal 100 may receive the user information from the personalinformation server 300 over the communication network, and may use theuser information as information for managing the database.

The proposal server 400 may include a database storing information abouta function in a terminal, introduction of an application, or a functionto be provided. For example, the proposal server 400 may include adatabase associated with a function that a user utilizes by receivingthe user information of the user terminal 100 from the personalinformation server 300. The user terminal 100 may receive informationabout the function to be provided from the proposal server 400 over thecommunication network and may provide the information to the user.

According to an embodiment, the integrated intelligent system 10 mayreceive the user's utterance as the user input via the user terminal100, may generate a path rule based on the user input via theintelligence server 200, and may execute an action of an app of the userterminal 100 depending on the received path rule. According to anotherembodiment, the user terminal 100 may include all or part of functionsof the intelligence server 200, the personal information server 300, andthe proposal server 400. For example, the user terminal 100 may generatethe path rule based on the user input and may operate the app. Accordingto another embodiment, the intelligence server 200, the personalinformation server 300, and the proposal server 400 may be implementedwith one or more external devices.

FIG. 2 is a block diagram illustrating a user terminal of an integratedintelligent system, according to an embodiment of the presentdisclosure.

The integrated intelligent system 10 may include the user terminal 100,the intelligence server 200, the personal information server 300, andthe proposal server 400.

Referring to FIG. 2, the user terminal 100 may include an input module110, a display 120 (e.g., a display 3460 of FIG. 34), a speaker 130, amemory 140 (e.g., a memory 3430 of FIG. 34), and a processor 150 (e.g.,a processor 3420 of FIG. 34). The user terminal 100 may further includea housing, and elements of the user terminal 100 may be seated insidethe housing or may be disposed on the housing. The user terminal 100 mayfurther include a communication circuit disposed inside the housing. Theuser terminal 100 may transmit or receive data (or information) to orfrom an external server (e.g., the intelligence server 200) via thecommunication circuit.

According to an embodiment, the input module 110 may receive a userinput from a user. For example, the input module 110 may receive theuser input from the connected external device (e.g., a keyboard or aheadset). For another example, the input module 110 may include atouchscreen (e.g., a touchscreen display) coupled to the display 120.For another example, the input module 110 may include a hardware key (ora physical key) disposed inside the user terminal 100 (or the housing ofthe user terminal 100).

According to an embodiment, the input module 110 may include amicrophone 111 capable of receiving the utterance of the user as a voicesignal. For example, the input module 110 may include a speech inputsystem and may receive the utterance of the user as a voice signal viathe speech input system. For example, the microphone may be exposedthrough a part (e.g., a first portion) of the housing.

According to an embodiment, the display 120 may display at least one ofan image, a video, or an execution screen of an application. Forexample, the display 120 may display a graphic user interface (GUI) ofan app. According to an embodiment, the display 120 may be a touchscreendisplay including a touch panel. According to an embodiment, the display120 may be exposed to a part (e.g., a second portion) of the housing.

According to an embodiment, the speaker 130 may output the voice signal.For example, the speaker 130 may output the voice signal generated inthe user terminal 100 to the outside. According to an embodiment, thespeaker 130 may be exposed to a part (e.g., a third portion) of thehousing.

According to an embodiment, the memory 140 may store a plurality of apps141 and 143. For example, each of the plurality of apps 141 and 143 maybe a program for performing a function corresponding to the user input.According to an embodiment, the memory 140 may include a nonvolatilememory (e.g., a Flash memory, a hard disk, or the like) and a volatilememory (e.g., a random access memory (RAM)), and the plurality of apps141 and 143 may be stored in the nonvolatile memory and may be executedafter being loaded to the volatile memory.

According to an embodiment, the memory 140 may include a databasecapable of storing information utilized to recognize the user input. Forexample, the memory 140 may include a log database capable of storinglog information. For another example, the memory 140 may include apersona database capable of storing user information.

According to an embodiment, the processor 150 may control overallactions of the user terminal 100. For example, the processor 150 maycontrol the input module 110 to receive the user input. The processor150 may control the display 120 to display an image. The processor 150may control the speaker 130 to output the voice signal. The processor150 may control the memory 140 to read or store information.

According to an embodiment, the processor 150 may include anintelligence agent 151, an execution manager module 153, and anintelligence service module 155. In an embodiment, the processor 150 maydrive the intelligence agent 151, the execution manager module 153, andthe intelligence service module 155 by executing instructions stored inthe memory 140. For example, the intelligence agent 151, the executionmanager module 153, and the intelligence service module 155 may be aframework (or an application framework) stored in the memory 140. Thefunctions of the intelligence agent 151, the execution manager module153, and the intelligence service module 155 may be implemented by theprocessor 150. In other words, various modules described in variousembodiments of the present disclosure may be implemented by hardware orby software. In various embodiments of the present disclosure, it isunderstood that actions executed by the intelligence agent 151, theexecution manager module 153, and the intelligence service module 155are actions executed by the processor 150.

The intelligence agent 151 may generate an instruction for operating anapp based on the voice signal received as the user input. The executionmanager module 153 may select, launch, and operate the apps 141 and 143stored in the memory 140 depending on the generated instruction from theintelligence agent 151. The intelligence service module 155 may managethe information of the user and may process the user input by using theinformation of the user.

According to an embodiment, the processor 150 may operate depending onthe instruction stored in the memory 140. For example, after theinstruction stored in the memory 140 is executed, the processor 150 maycontrol the user terminal 100.

FIG. 3 is a block diagram illustrating that an app stored in a memory ofa user terminal operates after being loaded, according to an embodimentof the present disclosure.

Referring to FIG. 3, the memory 140 may store a plurality of apps 141and 143, and the plurality of apps 141 and 143 may operate after beingloaded. For example, the plurality of apps 141 and 143 stored in thememory 140 may operate after being loaded by the execution managermodule 153. The plurality of apps 141 and 143 may include executionservice modules 141 a and 143 a performing a function and a plurality ofactions (or unit actions) 141 b and 143 b. The execution service modules141 a and 143 a may be generated by the execution manager module 153 ofthe processor 150 and then may execute the plurality of actions 141 band 143 b. In other words, the execution service modules 141 a and 143 amay be activated by the execution manager module 153, and then mayexecute the plurality of actions 141 b and 143 b.

According to an embodiment, when the actions 141 b and 143 b of the apps141 and 143 are executed, an execution state screen according to theexecution of the actions 141 b and 143 b may be displayed on the display120. For example, the execution state screen may be a screen in a statewhere the actions 141 b and 143 b are completed. For another example,the execution state screen may be a screen in a state where theexecution of the actions 141 b and 143 b is in partial landing (e.g., inthe case where a parameter utilized for the actions 141 b and 143 b isnot input).

According to an embodiment, the execution service modules 141 a and 143a and the plurality of the actions 141 b and 143 b of the apps 141 and143 may be implemented with, for example, a program language. In otherwords, the plurality of apps 141 and 143 may be implemented with aprogram language or a code for executing a service and a plurality ofactions.

According to an embodiment, the execution service modules 141 a and 143a may execute the actions 141 b and 143 b depending on a path rule. Forexample, the execution service modules 141 a and 143 a may be generatedby the execution manager module 153, may receive an execution requestfrom the execution manager module 153 depending on the path rule, andmay execute the actions 141 b and 143 b depending on the executionrequest. If the execution of the actions 141 b and 143 b is completed,the execution service modules 141 a and 143 a may transmit completioninformation to the execution manager module 153.

According to an embodiment, in the case where the plurality of theactions 141 b and 143 b are respectively executed in the apps 141 and143, the plurality of the actions 141 b and 143 b may be sequentiallyexecuted. If the execution of one action (e.g., action 1 of the firstapp 141 or action 1 of the second app 143) is completed, the executionservice modules 141 a and 143 a may open the next action (e.g., action 2of the first app 141 or action 2 of the second app 143) and may transmitthe completion information to the execution manager module 153. Here, itis understood that opening an arbitrary action is to change a state ofthe arbitrary action to an executable state or to prepare the executionof the action. In other words, if the arbitrary action is not opened,the corresponding action may not be executed. If the completioninformation is received, the execution manager module 153 may transmitthe execution request associated with the next action (e.g., action 2 ofthe first app 141 or action 2 of the second app 143) to the executionservice modules 141 a and 143 a. According to an embodiment, in the casewhere the plurality of apps 141 and 143 are executed, the plurality ofapps 141 and 143 may be sequentially executed. For example, if receivingthe completion information after the execution of the last action of thefirst app 141 is completed, the execution manager module 153 maytransmit the execution request of the first action of the second app 143to the execution service module 143 a.

According to an embodiment, in the case where the plurality of theactions 141 b and 143 b are executed in the apps 141 and 143, a resultscreen according to the execution of each of the plurality of theactions 141 b and 143 b may be displayed on the display 120. Accordingto an embodiment, only a part of a plurality of result screens accordingto the execution of each of the plurality of the actions 141 b and 143 bmay be displayed on the display 120.

According to an embodiment, the memory 140 may store an app (e.g., avoice recognition app) operating in conjunction with the intelligenceagent 151. The app operating in conjunction with the intelligence agent151 may receive and process the utterance of the user as a voice signal.According to an embodiment, the app operating in conjunction with theintelligence agent 151 may be operated by a specific input (e.g., aninput through a hardware key, an input through a touchscreen, or aspecific voice input) input via the input module 110.

FIG. 4 is a block diagram illustrating a processor of a user terminal,according to an embodiment of the present disclosure.

Referring to FIG. 4, the processor 150 may include the intelligenceagent 151, the execution manager module 153, and the intelligenceservice module 155.

The intelligence agent 151 may transmit a user input received via theinput module 110 to the intelligence server 200 and may process the userinput via the intelligence server 200.

According to an embodiment, before transmitting the user input to theintelligence server 200, the intelligence agent 151 may pre-process theuser input. According to an embodiment, to pre-process the user input,the intelligence agent 151 may include an adaptive echo canceller (AEC)module, a noise suppression (NS) module, an end-point detection (EPD)module, and an automatic gain control (AGC) module. The AEC may removean echo included in the user input. The NS module may suppress abackground noise included in the user input. The EPD module may detectan end-point of a user voice included in the user input and may searchfor a part in which the user voice is present, by using the detectedend-point. The AGC module may recognize the user input and may adjustthe volume of the user input so as to be suitable to process therecognized user input. According to an embodiment, the intelligenceagent 151 may execute all the pre-processing elements for performance.However, in another embodiment, the intelligence agent 151 may execute apart of the pre-processing elements to operate at low power.

According to an embodiment, the intelligence agent 151 may include awake up recognition module recognizing a call of a user. The wake uprecognition module may recognize a wake up instruction of the user. Inthe case where the wake up recognition module receives the wake upinstruction, the wake up recognition module may activate theintelligence agent 151 for receiving the user input. In the case wherethe wake up recognition module receives the wake up instruction, thewake up recognition module may execute the intelligence agent 151 forreceiving the user input. According to an embodiment, the wake uprecognition module of the intelligence agent 151 may be implemented witha low-power processor (e.g., a processor included in an audio codec).

According to an embodiment, the intelligence agent 151 may include avoice recognition module for performing the user input. The intelligenceagent 151 may recognize the user input for executing an action in an appthrough the voice recognition module. For example, the voice recognitionmodule may recognize a limited user (voice) input (e.g., an utterancesuch as “click” for executing a capture action when a camera app isbeing executed) for executing an action such as the wake up instructionin the apps 141 and 143. For example, the voice recognition modulerecognizing the limited user input may have a high voice recognitionrate because being robust to an ambient noise. For another example, thevoice recognition module may recognize a plurality of user (voice)inputs (e.g., “play,” “stop,” “next song,” and the like in a musicplaying app) for executing an action in an app while assisting theintelligence server 200. For example, the voice recognition module forrecognizing the user input while assisting the intelligence server 200may recognize and rapidly process a user instruction processed in theuser terminal 100. According to an embodiment, the voice recognitionmodule for executing the user input of the intelligence agent 151 may beimplemented in an application processor.

According to an embodiment, the voice recognition module (including thevoice recognition module of a wake up module) of the intelligence agent151 may recognize the user input by using an algorithm for recognizing avoice. For example, the algorithm for recognizing the voice may be atleast one of a hidden markov model (HMM) algorithm, an artificial neuralnetwork (ANN) algorithm, and a dynamic time warping (DTW) algorithm.

According to an embodiment, the intelligence agent 151 may change thevoice input of the user to text data. For example, the intelligenceagent 151 may transmit the voice of the user to the intelligence server200 and may receive the text data corresponding to the voice of the userfrom the intelligence server 200. As such, the intelligence agent 151may display the text data on the display 120.

According to an embodiment, the intelligence agent 151 may receive apath rule from the intelligence server 200. According to an embodiment,the intelligence agent 151 may transmit the path rule to the executionmanager module 153.

According to an embodiment, the intelligence agent 151 may transmit anexecution result log according to the path rule received from theintelligence server 200 to the intelligence service module 155, and thetransmitted execution result log may be accumulated and managed inpreference information of the user of a persona module 155 b.

The execution manager module 153 may receive the path rule from theintelligence agent 151 to execute the apps 141 and 143 and may cause theapps 141 and 143 to execute the actions 141 b and 143 b included in thepath rule. For example, the execution manager module 153 may transmitinstruction information for executing the actions 141 b and 143 b to theapps 141 and 143 and may receive completion information of the actions141 b and 143 b from the apps 141 and 143.

According to an embodiment, the execution manager module 153 maytransmit the instruction information for executing the actions 141 b and143 b of the apps 141 and 143 between the intelligence agent 151 and theapps 141 and 143. The execution manager module 153 may bind the apps 141and 143 to be executed depending on the path rule and may transmit theinstruction information of the actions 141 b and 143 b included in thepath rule to the apps 141 and 143. For example, the execution managermodule 153 may sequentially transmit the actions 141 b and 143 bincluded in the path rule to the apps 141 and 143 and may sequentiallyexecute the actions 141 b and 143 b of the apps 141 and 143 depending onthe path rule.

According to an embodiment, the execution manager module 153 may manageexecution states of the actions 141 b and 143 b of the apps 141 and 143.For example, the execution manager module 153 may receive informationabout the execution states of the actions 141 b and 143 b from the apps141 and 143. For example, in the case where the execution states of theactions 141 b and 143 b are in partial landing (e.g., in the case wherea parameter utilized for the actions 141 b and 143 b is not input), theexecution manager module 153 may transmit information about the partiallanding to the intelligence agent 151. The intelligence agent 151 maymake a request for an input of information (e.g., parameter information)to the user by using the received information. For another example, inthe case where the execution state of the actions 141 b and 143 b are inan operating state, the intelligence agent 151 may receive an utterancefrom the user. The execution manager module 153 may transmit informationabout the apps 141 and 143 being executed and the execution states ofthe apps 141 and 143 to the intelligence agent 151. The intelligenceagent 151 may receive parameter information of the utterance of the uservia the intelligence server 200 and may transmit the received parameterinformation to the execution manager module 153. The execution managermodule 153 may change a parameter of each of the actions 141 b and 143 bto a new parameter by using the received parameter information.

According to an embodiment, the execution manager module 153 maytransmit the parameter information included in the path rule to the apps141 and 143. In the case where the plurality of apps 141 and 143 aresequentially executed depending on the path rule, the execution managermodule 153 may transmit the parameter information included in the pathrule from one app to another app.

According to an embodiment, the execution manager module 153 may receivea plurality of path rules. The execution manager module 153 may select aplurality of path rules based on the utterance of the user. According toan embodiment, the execution manager module 153 may specify one app 141executing some actioans 141 b based on the utterance of the user, andmay not specify the other app 143 executing the rest actions 143 b. Forexample, the action of the same app 141 (e.g., a gallery app) executingone action 141 b may be executed after being determined, and theexecution manager module 153 may receive a plurality of different pathrules for executing different apps 143 (e.g., a message app or Telegramapp) executing another action 143 b or different actions (e.g., thetransmission of a message, the search of message, an input of a messagerecipient, and the like). For example, the execution manager module 153may execute the same actions 141 b and 143 b (e.g., the same successiveactions 141 b and 143 b) of the plurality of path rules. In the casewhere the execution manager module 153 executes the same action, theexecution manager module 153 may display a state screen for selectingthe different apps 141 and 143 included in the plurality of path ruleson the display 120.

FIG. 5 is a block diagram illustrating that an intelligence agentprocesses a user input, according to an embodiment of the presentdisclosure.

Referring to FIG. 5, if user's utterance is received, the intelligenceagent 151 may transmit the user's utterance to the intelligence server200. The intelligence server 200 may generate a path rule for operatingthe apps 141 and 143 by analyzing the received user's utterance and maytransmit the generated path rule to the intelligence agent 151. Theintelligence agent 151 may receive the path rule and may transmit thepath rule to the execution manager module 153 for the purpose ofexecuting the apps 141 and 143. The execution manager module 153 mayreceive the path rule, may generate the execution service modules 141 aand 143 a of the apps 141 and 143, and may request the generatedexecution service modules 141 a and 143 a to sequentially execute theactions 141 b and 143 b included in the path rule depending on the pathrule. The apps 141 and 143 may execute the requested actions 141 b and143 b and may transmit information about the execution states of therequested the actions 141 b and 143 b to the execution manager module153. The result screen associated with the actions 141 b and 143 bexecuted in the apps 141 and 143 may be displayed on the display 120.

According to an embodiment, in the case where the apps 141 and 143 isselected and executed depending on the path rule, the processor 150 maydisplay a graphic user interface of the apps 141 and 143 being executedon the display 120. According to an embodiment, in the case where theprocessor 150 operates an app depending on the path rule, the processor150 may display an operating process of the apps 141 and 143 on thedisplay 120.

The intelligence service module 155 may include a context module 155 a,a persona module 155 b, and a proposal module 155 c.

The context module 155 a may collect current states of the apps 141 and143 from the apps 141 and 143. For example, the context module 155 a mayreceive context information indicating the current states of the apps141 and 143 and may collect the current states of the apps 141 and 143through the received context information.

FIG. 6 is a block diagram illustrating that a context module of aprocessor collects a current state, according to an embodiment of thepresent disclosure.

Referring to FIG. 6, if receiving a context request from theintelligence agent 151 ({circle around (1)}), the context module 155 amay make a request for context information indicating current states ofthe apps 141 and 143 to the apps 141 and 143 ({circle around (2)}).According to an embodiment, the context module 155 a may receive thecontext information from the apps 141 and 143 ({circle around (3)}) andmay transmit the context information to the intelligence agent 151({circle around (4)}).

According to an embodiment, the context module 155 a may receive piecesof context information from the apps 141 and 143. For example, thecontext information may be information about the most recently executedapps 141 and 143. For another example, the context information may beinformation (e.g., in the case where a user watches a picture through agallery app, information about the corresponding picture) about thecurrent states in the apps 141 and 143.

According to an embodiment, the context module 155 a may receive contextinformation indicating a current state of the user terminal 100 from adevice platform as well as the apps 141 and 143. The context informationmay include general context information, user context information, anddevice context information.

The general context information may include general information of theuser terminal 100. After data is received via a sensor hub of the deviceplatform or the like, the general context information may be verifiedthrough an internal algorithm For example, the general contextinformation may include information about current time and space. Forexample, the information about the current time and space may includeinformation about current time and a current location of the userterminal 100. The current time may be verified through the time on theuser terminal 100, and the information about the current location may beverified through a global positioning system (GPS). For another example,the general context information may include information about physicalmotion. For example, the information about the physical motion mayinclude information about walking, running, driving, or the like. Theinformation about the physical motion may be verified through a motionsensor. In the case of the information about the driving, the drivingmay be verified through the motion sensor, and the boarding and parkingmay be verified by sensing Bluetooth connection in a vehicle. Foranother example, the general context information may include useractivity information. For example, the user activity information mayinclude information about commuting, shopping, travel, or the like. Theuser activity information may be verified by using information about aplace where a user or an app registers in a database.

The user context information may include information about the user. Forexample, the user context information may include information about anemotional state of the user. For example, the information about theemotional state of the user may include information about happiness,sadness, anger, or the like of the user. For another example, the usercontext information may include information about the current state ofthe user. For example, the information about the current state of theuser may include information about interest, intent, or the like (e.g.,shopping).

The device context information may include information about the stateof the user terminal 100. For example, the device context informationmay include information about a path rule that the execution managermodule 153 performed. For another example, the device information mayinclude information about a battery. For example, the information aboutthe battery may be verified through charging and discharging states ofthe battery. For another example, the device information may includeinformation about the connected device and network. For example, theinformation about the connected device may be verified through acommunication interface connected with the device.

The persona module 155 b of FIG. 4 may manage personal information ofthe user utilizing the user terminal 100. For example, the personamodule 155 b may collect usage information and the execution result ofthe user terminal 100 and may manage the personal information of theuser by using the collected usage information and the collectedexecution result of the user terminal 100.

FIG. 7 is a block diagram illustrating that a persona module managesinformation of a user, according to an embodiment of the presentdisclosure.

Referring to FIG. 7, the persona module 155 b may receive information ofthe user terminal 100 from the apps 141 and 143, the execution managermodule 153, and the context module 155 a. The apps 141 and 143 and theexecution manager module 153 may store information about the resultobtained by executing the actions 141 b and 143 b of an app in an actionlog database. The context module 155 a may store information about acurrent state of the user terminal 100 in a context database. Thepersona module 155 b may receive the stored information from the actionlog database and the context database. For example, data stored in theaction log database and the context database may be analyzed by ananalysis engine and may be transmitted to the persona module 155 b.

According to an embodiment, the persona module 155 b may transmitinformation received from the apps 141 and 143, the execution managermodule 153, and the context module 155 a to the proposal module 155 c.For example, the persona module 155 b may transmit the data stored inthe action log database and the context database to the proposal module155 c.

According to an embodiment, the persona module 155 b may transmit theinformation received from the apps 141 and 143, the execution managermodule 153, and the context module 155 a to the personal informationserver 300. For example, the persona module 155 b may periodicallytransmit the data, which is accumulated and stored in the action logdatabase and the context database, to the personal information server300.

According to an embodiment, the persona module 155 b may transmit thedata, which is stored in the action log database and the contextdatabase, to the proposal module 155 c. User information generated bythe persona module 155 b may be stored in a persona database. Thepersona module 155 b may periodically transmit the user informationstored in the persona database to the personal information server 300.According to an embodiment, the information transmitted to the personalinformation server 300 by the persona module 155 b may be stored in thepersona database. The personal information server 300 may estimate userinformation utilized to generate a path rule of the intelligence server200 by using the information stored in the persona database.

According to an embodiment, the user information estimated by usinginformation transmitted by the persona module 155 b may include profileinformation and preference information. The profile information and thepreference information may be estimated through an account of the userand accumulated information.

The profile information may include personal information of the user.For example, the profile information may include population statisticsinformation of the user. For example, the population statisticsinformation may include gender, age, or the like of the user. Foranother example, the profile information may include life eventinformation. For example, the life event information may be estimated bycomparing log information with a life event model and may bestrengthened by analyzing a behavior pattern. For another example, theprofile information may include interest information. For example, theinterest information may include shopping items of interest, interestingfields (e.g., sports, politics, and the like). For another example, theprofile information may include activity area information. For example,the activity area information may include information about a house, awork place, or the like. The information about the activity area mayinclude information about an area, the priority of which is recordedbased on accumulated stay time and the number of visits as well asinformation about the location of a place. For another example, theprofile information may include activity time information. For example,the activity time information may include information about a wakeuptime, a commute time, a sleep time, or the like. The information aboutthe commute time may be estimated by using the activity area information(e.g., information about a house and a work place). The informationabout the sleep time may be estimated through an unused time of the userterminal 100.

The preference information may include preference information of theuser. For example, the preference information may include informationabout app preference. For example, the app preference may be estimatedthrough a usage log (e.g., a time- and place-specific usage log) of anapp. The app preference may be used to determine an app to be executeddepending on a current state (e.g., time or place) of the user. Foranother example, the preference information may include informationabout contact preference. For example, the contact preference may beestimated by analyzing information about a contact frequency (e.g., atime- and place-specific contact frequency) of a contact. The contactpreference may be used to determine contacts to be contacted dependingon a current state (e.g., contacts for duplicate names) of the user. Foranother example, the preference information may include settinginformation. For example, the setting information may be estimated byanalyzing information about setting frequency (e.g., a time- andplace-specific frequency of setting a setting value) of a specificsetting value. The setting information may be used to set a specificsetting value depending on the current state (e.g., a time, a place, ora situation) of the user. For another example, the preferenceinformation may include place preference. For example, the placepreference may be estimated through visit history (e.g., a time-specificvisit history) of a specific place. The place preference may be used todetermine a place to visit depending on the current state (e.g., time)of the user. For another example, the preference information may includeinstruction preference. For example, the instruction preference may beestimated through a usage frequency (e.g., a time- and place-specificusage frequency) of an instruction. The instruction preference may beused to determine an instruction pattern to be used depending on thecurrent state (e.g., time or place) of the user. In particular, theinstruction preference may include information about a menu mostfrequently selected by the user in the current state of an app beingexecuted by analyzing the log information.

The proposal module 155 c of FIG. 4 may estimate the intent of the userand may recommend an instruction to the user based on the intent of theuser. For example, the proposal module 155 c may recommend theinstruction to the user depending on the current state (e.g., a time, aplace, a situation, or an app) of the user.

FIG. 8 is a block diagram illustrating a proposal module, according toan embodiment of the present disclosure.

Referring to FIG. 8, the proposal module 155 c may include a hintprovider module 155 c_1, a context hint generator module 155 c_2, acondition checking module 155 c_3, a condition model module 155 c_4, areuse hint generator module 155 c_5, and an introduction hint generatormodule 155 c_6.

According to an embodiment, the hint provider module 155 c_1 may providea user with a hint. For example, the hint provider module 155 c_1 mayreceive the hint generated by the context hint generator module 155 c_2,the reuse hint generator module 155 c_5, and the introduction hintgenerator module 155 c_6 and may provide the user with the hint.

The context hint generator module 155 c_2 may generate a hint to berecommended depending on a current state through the condition checkingmodule 155 c_3 and the condition model module 155 c_4. The conditionchecking module 155 c_3 may receive information corresponding to thecurrent state via the intelligence service module 155, and the conditionmodel module 155 c_4 may set a condition model by using the receivedinformation. For example, the condition model module 155 c_4 may providethe user with a hint, which is likely to be used under the correspondingcondition, in order of priority by grasping a time, a location, asituation, an app being executed, or the like at a point in time whenthe hint is provided to the user.

The reuse hint generator module 155 c_5 may generate the hint to berecommended depending on a usage frequency. For example, the reuse hintgenerator module 155 c_5 may generate the hint based on a usage patternof the user.

According to an embodiment, the context hint generator module 155 c_2may generate the hint to be recommended depending on a current statethrough the condition checking module 155 c_3 or the condition modelmodule 155 c_4. The condition checking module 155 c_3 may receiveinformation corresponding to the current state via the intelligenceservice module 155, and the condition model module 155 c_4 may set acondition model by using the received information. For example, thecondition model module 155 c_4 may provide the user with a hint, whichis likely to be used under the corresponding condition, in order ofpriority by grasping a time, a location, a situation, an app beingexecuted, or the like at a point in time when the hint is provided tothe user.

According to an embodiment, the reuse hint generator module 155 c_5 maygenerate the hint to be recommended depending on the current state ordepending on the usage frequency. For example, the reuse hint generatormodule 155 c_5 may generate the hint based on the usage pattern of theuser.

The introduction hint generator module 155 c_6 may generate the hint forintroducing a new function and a function, which is most frequently usedby another user, to the user. For example, the hint for introducing thenew function may include introduction (e.g., an operating method)associated with the intelligence agent 151.

According to another embodiment, the context hint generator module 155c_2, the condition checking module 155 c_3, the condition model module155 c_4, the reuse hint generator module 155 c_5, and the introductionhint generator module 155 c_6 of the proposal module 155 c may beincluded in the personal information server 300. For example, the hintprovider module 155 c_1 of the proposal module 155 c may receive thehint from the context hint generator module 155 c_2, the reuse hintgenerator module 155 c_5, and the introduction hint generator module 155c_6 of the personal information server 300 and may provide the user withthe received hint.

FIG. 9 is a diagram illustrating that a hint according to a specificsituation of a context hint generator module of a proposal module isproposed, according to an embodiment of the present disclosure.

Referring to FIG. 9, if receiving a hint provision request from theintelligence agent 151 ({circle around (1)}), the hint provider module155 c_1 may transmit a hint generation request to the context hintgenerator module 155 c_2 ({circle around (2)}). If receiving the hintgeneration request, the context hint generator module 155 c_2 mayreceive information corresponding to a current state from the contextmodule 155 a and the persona module 155 b ({circle around (4)}) by usingthe condition checking module 155 c_3 ({circle around (3)}). Thecondition checking module 155 c_3 may transmit the received informationto the condition model module 155 c_4 ({circle around (5)}), and thecondition model module 155 c_4 may assign priority to a hint of hintsprovided to a user in order of high availability under a condition byusing the information. The context hint generator module 155 c_2 mayverify the condition ({circle around (6)}) and may generate the hintcorresponding to the current state. The context hint generator module155 c_2 may transmit the generated hint to the hint provider module 155c_1 ({circle around (7)}). The hint provider module 155 c_1 may sort thehint depending on a specified rule and may transmit the hint to theintelligence agent 151 ({circle around (8)}).

Table 1 below may represent a condition modeled depending on the currentstate and an utterance (or a hint) generated under the condition.

TABLE 1 Utterance of user Condition Tell me the next schedule. The nextevent is within 2 hours Give me directions to the The next eventlocation is present & (1 hour next appointment before or on board) Calla taxi going to the next The next event location is present & (1 hourappointment place before or when not on board) Search for vicinity ofthe The next event location is present & (an next appointment placeevent schedule is before getting off work - that is, no working hours)Give me directions to home Leaving work & on board Call me a taxi to gethome Leaving work & not on board Give me directions to my Going to work& on board workplace Call a taxi to go to my Leaving work & not on boardworkplace How is the weather today? After waking up Show me today'sschedule. After waking up Turn off all alarms In the case where there isan alarm after waking up & during the morning (~12 o'clock) & within onehour Set “do not disturb” Before sleeping How is the weather Beforesleeping tomorrow Show me tomorrow's Before sleeping schedule. Set alarmIn the case where there is no alarm before sleeping & during the morning(~12 o'clock) How is the weather next Before sleeping & Sunday week Showme the mail from In the case where there is an unread mail VIP from VIPShow me a new mail In the case where there is a new mail Show me amissed call In the case where there are a plurality of missed calls Makea call to (a phone In the case where there is a missed call number ofthe missed call) Show me a new message In the case where there is a newmessage Show me a voice mail In the case where there is a voice mail.

According to an embodiment, the hint provider module 155 c_1 maygenerate a plurality of context hints and may designate the plurality ofcontext hints to the priority depending on the specified rule. Accordingto an embodiment, the hint provider module 155 c_1 may provide the userwith one, the priority of which is the highest, from among the pluralityof context hints.

FIG. 10 is a diagram illustrating that a hint according to a usagefrequency of a reuse hint generator module is proposed, according to anembodiment of the present disclosure.

Referring to FIG. 10, if receiving a hint provision request from theintelligence agent 151 ({circle around (1)}), the hint provider module155 c_1 may transmit a hint generation request to the reuse hintgenerator module 155 c_5 ({circle around (2)}). If receiving the hintgeneration request, the reuse hint generator module 155 c_5 may receiveuser information from the persona module 155 b ({circle around (3)}).For example, the reuse hint generator module 155 c_5 may receive a pathrule included in preference information of a user of the persona module155 b, a parameter included in the path rule, an execution frequency ofan app, and information about time and space in which the app is used.The reuse hint generator module 155 c_5 may generate a hintcorresponding to the received user information. The reuse hint generatormodule 155 c_5 may transmit the generated hint to the hint providermodule 155 c_1 ({circle around (4)}). The hint provider module 155 c_1may sort the hint and may transmit the hint to the intelligence agent151 ({circle around (5)}).

FIG. 11 is a diagram illustrating that an introduction hint generatormodule proposes a hint associated with a new function, according to anembodiment of the present disclosure.

Referring to FIG. 11, if receiving a hint provision request from theintelligence agent 151 ({circle around (1)}), the hint provider module155 c_1 may transmit a hint generation request to the introduction hintgenerator module 155 c_6 ({circle around (2)}). The introduction hintgenerator module 155 c_6 may transmit an introduction hint provisionrequest to the proposal server 400 ({circle around (3)}) and may receiveinformation about a function to be introduced from the proposal server400 ({circle around (4)}). For example, the proposal server 400 maystore the information about the function to be introduced, and a hintlist associated with the function to be introduced may be updated by aservice operator. The introduction hint generator module 155 c_6 maytransmit the generated hint to the hint provider module 155 c_1 ({circlearound (5)}). The hint provider module 155 c_1 may sort the hint and maytransmit the hint to the intelligence agent 151 ({circle around (6)}).

Table 2 below may represent an example associated with the function tobe introduced and an app (or a hint) corresponding to the example.

TABLE 2 Application Introduction contents Gallery Make a collage Securefolder Keep important data in a secure folder. Theme Would you like toswitch to the new theme? Telephone You may automatically record calls.Message Would you like to set message wallpaper? Internet You may changethe default search engine. S note Take a memo by S note easily. CameraYou may store location information in photos/videos. S health Measure aheart rate by S health

As such, the proposal module 155 c may provide a user with a hintgenerated by the context hint generator module 155 c_2, the reuse hintgenerator module 155 c_5, and the introduction hint generator module 155c_6. For example, the proposal module 155 c may display the generatedhint in an app operating the intelligence agent 151 and may receive aninput for selecting the hint from the user through the app.

FIG. 12 is a block diagram illustrating an intelligence server of anintegrated intelligent system, according to an embodiment of the presentdisclosure.

Referring to FIG. 12, the intelligence server 200 may include anautomatic speech recognition (ASR) module 210, a natural languageunderstanding (NLU) module 220, a path planner module 230, a naturallanguage generator (NLG) module 240, a text to speech (TTS) module 250,and a dialogue manager (DM) module 260. According to an embodiment, theintelligence server 200 may include a communication circuit, a memory,and a processor. The processor may drive the ASR module 210, the NLUmodule 220, the path planner module 230, the NLG module 240, the TTSmodule 250, and the DM module 260 by executing an instruction stored inthe memory. The intelligence server 200 may transmit or receive data (orinformation) to or from an external electronic device (e.g., the userterminal 100) through the communication circuit.

The ASR module 210, the NLU module 220, and the path planner module 230of the intelligence server 200 may generate a path rule.

According to an embodiment, the ASR module 210 may change the user inputreceived from the user terminal 100 to text data. For example, the ASRmodule 210 may include an utterance recognition module. The utterancerecognition module may include an acoustic model and a language model.For example, the acoustic model may include information associated withvocalization, and the language model may include unit phonemeinformation and information about a combination of unit phonemeinformation. In addition, the utterance recognition module may select apart of the unit phoneme information or may assign weight to a part ofthe unit phoneme information, based on an ambient situation (e.g., alocation information, ambient device information, or the like), a usagecondition (e.g., an app state, previous query history, or the like), orthe like. The utterance recognition module may change the utterance ofthe user to text data by using the information associated with thevocalization and the unit phoneme information. For example, theinformation about the acoustic model and the language model may bestored in an automatic voice recognition database 211.

According to an embodiment, the intelligence server 200 may furtherinclude a speaker recognition module. The speaker recognition module mayrecognize a speaker by analyzing the utterance of the user based on userinformation stored in a database. The speaker recognition module maygenerate a speaker recognition model based on the utterance firstentered by the user and may store the generated speaker recognitionmodel in the database. According to an embodiment, the speakerrecognition module may determine whether a speaker registered in thespeaker recognition model is correct, based on the speaker recognitionmodel. For example, in the case where the speaker recognition moduledetermines that the registered speaker is correct, all functionscorresponding to the user input may be performed. For another example,in the case where it is determined that an unregistered speaker iscorrect, only the limited function of the user input may be performed.According to an embodiment, the speaker recognition module may be usedas a method (wakeup recognition) for activating voice recognition. Forexample, the speaker recognition module may determine that theregistered speaker voice is correct, and may perform the voicerecognition or natural language processing on the registered speakervoice.

According to an embodiment, the NLU module 220 may grasp user intent byperforming syntactic analysis and semantic analysis. The syntacticanalysis may divide the user input into syntactic units (e.g., words,phrases, morphemes, and the like) and may determine what syntacticelement the divided units have. The semantic analysis may be performedby using semantic matching, rule matching, formula matching, or thelike. As such, the NLU module 220 may obtain a domain, intent, and aparameter (or a slot) utilized for the user input to express the intent.

For example, the NLU module 220 may grasp the user intent byrespectively matching the domain, the intent, and the parameter to casesby using the matching rule included in a rule-based algorithm

According to an embodiment, the path planner module 230 may generate apath rule by using the user intent grasped from the NLU module 220.Below, the details about the path planner module 230 will be describedin detailed.

According to an embodiment, the natural language generator module NLG240 may change specified information to a text form. The informationchanged to the text form may be in the form of a natural languageutterance. For example, the specified information may be informationabout an additional input, information for guiding the completion of anaction corresponding to the user input, or information for guiding theadditional input of the user (e.g., feedback information about the userinput). The information changed to the text form may be displayed on thedisplay 120 after being transmitted to the user terminal 100 or may bechanged to a voice form after being transmitted to the TTS module 250.

According to an embodiment, the TTS module 250 may change information ofthe text form to information of a voice form. The TTS module 250 mayreceive the information of the text form from the NLG module 240, maychange the information of the text form to the information of a voiceform, and may transmit the information of the voice form to the userterminal 100. The user terminal 100 may output the information of thevoice form to the speaker 130.

According to an embodiment, the DM module 260 may determine whether theuser intent grasped by the NLU module 220 is clear. For example, the DMmodule 260 may determine whether the user intent is clear, based onwhether the information of a parameter is sufficient. The DM module 260may determine whether the parameter grasped by the NLU module 220 isenough to perform a task. According to an embodiment, in the case wherethe user intent is not clear, the DM module 260 may perform feedback formaking a request for information to the user. For example, the DM module260 may perform the feedback for making a request for information aboutthe parameter for grasping the user intent.

According to an embodiment, the DM module 260 may include a contentprovider module. In the case where the content provider module executesan action based on the intent and the parameter grasped by the NLUmodule 260, the content provider module may generate the result obtainedby performing a task corresponding to the user input. According to anembodiment, the DM module 260 may transmit the result generated by thecontent provider module as the response to the user input to the userterminal 100.

FIG. 13 is a diagram illustrating a natural language understandingmethod of an NLU module according to an embodiment of the presentdisclosure.

Referring to FIG. 13, the NLU module 220 may grasp user intent by usinga matching rule divided into a domain, intent, and a slot (or aparameter). For example, the one domain (e.g., an alarm) may include aplurality of intent (e.g., alarm settings, alarm cancellation, and thelike), and one intent may include a plurality of rules (e.g., a time,the number of iterations, an alarm sound, and the like). For example,the plurality of rules may include one or more parameters. For example,the matching rule may be stored in a natural language recognitiondatabase 221.

According to an embodiment, the NLU module 220 may grasp the meaning ofwords extracted from a user input by using linguistic features (e.g.,grammatical elements) such as morphemes, phrases, and the like and maydetermine the user intent by matching the meaning of the grasped wordsto the rules. For example, the NLU module 220 may grasp the user intentby calculating how many words extracted from the user input areincluded, by using information about rules included in each of thedomain and the intent. According to an embodiment, the NLU module 220may determine a parameter of the user input by using the words forgrasping the intent. According to an embodiment, the NLU module 220 maydetermine the user intent by using the natural language recognitiondatabase 221 storing the linguistic features for grasping the intent ofthe user input. According to another embodiment, the NLU module 220 maydetermine the user intent by using a personal language model (PLM). Forexample, the NLU module 220 may determine the user intent by using thepersonalized information (e.g., a contact list or a music list). Forexample, the PLM may be stored in the natural language recognitiondatabase 221. According to an embodiment, the ASR module 210 as well asthe NLU module 220 may recognize the voice of the user with reference tothe PLM stored in the natural language recognition database 221.

According to an embodiment, the NLU module 220 may determine the nextaction based on the user intent grasped through the DM module 260. TheDM module 260 may determine whether the user intent is clear. The DMmodule 260 may determine whether the parameter grasped by the NLU module220 is enough to perform a task. According to an embodiment, in the casewhere the user intent is not clear, the DM module 260 may performfeedback for making a request for information to the user.

For example, the DM module 260 may perform the feedback for making arequest for information about the parameter for grasping the userintent.

According to an embodiment, the path planner module 230 may generate (orselect) a path rule based on the intent of the user input andinformation about a parameter. For example, the path planner module 230may generate one path rule or a plurality of path rules corresponding tothe intent of the user input and the parameter. For example, the pathrule generated by the path planner module 230 may include a plurality ofactions with respect to one app or may include a plurality of actionswith respect to a plurality of apps. The parameter utilized to express(or grasp) the intent may include information utilized for actions ofthe apps 141 and 143. The path rule generated by the path planner module230 may include information about a plurality of actions utilized toperform the function of an app and information about a plurality ofparameters utilized for the plurality of actions.

According to an embodiment, the path planner module 230 may determine apath rule by mapping the intent of the user input and the parameter to apath rule set including a plurality of path rules. For example, the pathrule set, that is, the plurality of path rules may be stored in a pathrule database 231 in the table form, and the table of the plurality ofpath rules may be designated by a developer.

According to another embodiment, the path planner module 230 maydetermine the path rule by using a plurality of apps according to theintent of the user input and the parameter and the functions of theplurality of apps. For example, the path planner module 230 may dividethe functions of the plurality of apps according to the intent of theuser input and the parameter into a plurality of unit actions utilizedto perform the function. Each of the divided plurality of unit actionsmay be implemented in a form of ontology or a graph model depending onan execution sequence according to the intent of the user input. Inother words, the path planner module 230 may store the path rule setincluding a plurality of path rules implemented in the form of theontology or the graph model.

FIG. 14 is a diagram illustrating a path rule generating method of apath planner module, according to an embodiment of the presentdisclosure.

Referring to FIG. 14, the path planner module 230 may divide thefunction of an app into unit actions (e.g., state A to state F) and maystore the divided unit actions in the path rule database 231. Forexample, the path planner module 230 may store a path rule set includinga plurality of path rules A-B1-C1, A-B1-C2, A-B1-C3-D-F, andA-B1-C3-D-E-F, which are divided into unit actions, in the path ruledatabase 231.

According to an embodiment, the path rule database 231 of the pathplanner module 230 may store the path rule set for performing thefunction of an app. The path rule set may include a plurality of pathrules each of which includes a plurality of actions. Each of theplurality of path rules may include the plurality of actions that aresequentially arranged. According to an embodiment, the plurality of pathrules implemented in a form of ontology or a graph model may be storedin the path rule database 231.

According to an embodiment, the path planner module 230 may select anoptimal path rule A-B1-C3-D-F of the plurality of path rules A-B1-C1,A-B1-C2, A-B1-C3-D-F, and A-B1-C3-D-E-F corresponding to the intent of auser input and the parameter.

According to an embodiment, in the case where there is no path rulecompletely matched to the user input, the path planner module 230 maytransmit a plurality of rules to the user terminal 100. For example, thepath planner module 230 may select a path rule (e.g., A-B1) partlycorresponding to the user input. The path planner module 230 may selectone or more path rules (e.g., A-B1-C1, A-B1-C2, A-B1-C3-D-F, andA-B1-C3-D-E-F) including the path rule (e.g., A-B1) partly correspondingto the user input and may transmit the one or more path rules to theuser terminal 100.

According to an embodiment, the path planner module 230 may select oneof a plurality of path rules based on an additional input of the userterminal 100 and may transmit the selected one path rule to the userterminal 100. For example, the path planner module 230 may select onepath rule (e.g., A-B1-C3-D-F) of the plurality of path rules (e.g.,A-B1-C1, A-B1-C2, A-B1-C3-D-F, and A-B1-C3-D-E-F) depending on the userinput (e.g., an input for selecting C3) additionally entered to the userterminal 100 and may transmit the selected one path rule to the userterminal 100.

According to another embodiment, the path planner module 230 maydetermine the user intent and the parameter corresponding to the userinput (e.g., an input for selecting C3) additionally entered by the userterminal 100 through the NLU module 220 and may transmit the intent of auser and the parameter to the user terminal 100. The user terminal 100may select one path rule (e.g., A-B1-C3-D-F) of the plurality of pathrules (e.g., A-B1-C1, A-B1-C2, A-B1-C3-D-F, and A-B1-C3-D-E-F) based onthe transmitted intent and the transmitted parameter.

As such, the user terminal 100 may complete the actions of the apps 141and 143 based on the selected one path rule.

FIG. 15 is a block diagram illustrating that a path rule of a pathplanner module is generated, according to an embodiment of the presentdisclosure.

Referring to FIG. 15, in the case where a user input, information ofwhich is insufficient, is received by the intelligence server 200, thepath planner module 230 may generate a path rule partly corresponding tothe received user input. The path planner module 230 may transmit thepartly corresponding path rule to the intelligence agent 151 ({circlearound (1)}). The intelligence agent 151 may receive the path rule maytransmit the partly corresponding path rule to the execution managermodule 153 ({circle around (2)}). The execution manager module 153 mayexecute the first app 141 depending on the path rule. While executingthe first app 141, the execution manager module 153 may transmitinformation about an insufficient parameter to the intelligence agent151 ({circle around (3)}). The intelligence agent 151 may make a requestfor an additional input to a user by using the information about theinsufficient parameter. If the additional input is received by the user({circle around (4)}), the intelligence agent 151 may transmit the userinput to the intelligence server 200. The path planner module 230 maygenerate a path rule to be added, based on the intent of the user inputadditionally entered and parameter information and may transmit theadded path rule to the intelligence agent 151 ({circle around (5)}). Theintelligence agent 151 may transmit the path rule to the executionmanager module 153 ({circle around (6)}) for the purpose of executingthe second app 143.

FIG. 16 is a diagram illustrating that a path planner module uses userinformation stored in a personal information server, according to anembodiment of the present disclosure.

Referring to FIG. 16, in the case where a user input, a portion ofinformation of which is missed, is received by the intelligence server200, the path planner module 230 may transmit a user information requestto the personal information server 300. The personal information server300 may transmit information about a user, which enters the user inputstored in a persona database, to the path planner module 230. The pathplanner module 230 may select a path rule corresponding to the userinput, in which an action is partly missed, by using the userinformation.

As such, even though the user input, a portion of information of whichis missed is received by the intelligence server 200, the path plannermodule 230 may determine a path rule corresponding to the user input, byrequesting the missed information to receive an additional input or byusing user information.

According to an embodiment, Table 3 attached below may represent a formof a path rule associated with a task that a user requests.

TABLE 3 Path rule ID State parameter Gallery_101 pictureView(25) NULLsearchView(26) NULL searchViewResult(27) Location, timeSearchEmptySelectedView(28) NULL SearchSelectedView(29) ContentType,selectall CrossShare(30) anaphora

Referring to Table 3, a path rule that is generated or selected by anintelligence server (the intelligence server 200 of FIG. 1) depending onthe user's utterance (e.g., “share a picture”) may include at least onestate 25, 26, 27, 28, 29 or 30. For example, the at least one state(e.g., one operating state of a terminal) may correspond to at least oneof the picture application execution PicturesView 25, the picture searchfunction execution SearchView 26, the search result display screenoutput SearchViewResult 27, the search result display screen output, inwhich a picture is non-selected, SearchEmptySelectedView 28, the searchresult display screen output, in which at least one picture is selected,SearchSelectedView 29, or the share application selection screen outputCrossShare 30.

In an embodiment, parameter information of the path rule may correspondto at least one state. For example, the search result display screenoutput, in which at least one picture is selected, 29 may be included inthe state.

The task (e.g., “share a picture!”) that the user requests may beperformed depending on the execution result of the path rule includingthe sequence of the states 25, 26, 27, 28, and 29.

FIGS. 17A and 17B are flowcharts illustrating a user input processingmethod of an integrated intelligent system, according to an embodimentof the present disclosure.

Referring to FIG. 17A, the user terminal 100 and the intelligence server200 may execute the action of an app by processing a user voice. In theactions of the user terminal 100 and the intelligence server 200 to bedescribed below, some of the above-mentioned actions may be omitted orthe sequence of the above-mentioned actions may be changed.

According to an embodiment, in operation 1710, the user terminal 100(e.g., the intelligence agent 151) may receive user's utterance and maytransmit the received user's utterance to the intelligence server 200.

According to an embodiment, in operation 1721, the intelligence server200 (e.g., the ASR module 210) may change a user input of a voice signalto a text form.

According to an embodiment, in operation 1723, the intelligence server200 (e.g., the NLU module 220) may extract intent and a parametercorresponding to the user input changed to the text form.

According to an embodiment, in operation 1725, the intelligence server200 (e.g., the path planner module 230) may generate a path rulecorresponding to the intent and the parameter.

According to an embodiment, in operation 1730, the user terminal 100(e.g., the intelligence agent 151) may receive the path rule from theintelligence server 200.

According to an embodiment, in operation 1740, the user terminal 100(e.g., the execution manager module 153) may verify the action of an appcorresponding to the path rule.

According to an embodiment, in operation 1751, the user terminal 100(e.g., the execution manager module 153) may verify the N-th (e.g., N=1)action of the app.

According to an embodiment, in operation 1753, the user terminal 100(e.g., the execution manager module 153) may bind the app to be executeddepending on the path rule.

According to an embodiment, in operation 1760, the user terminal 100(e.g., the execution manager module 153 and the execution servicemodules 141 a and 143 a) may determine whether a user input isinsufficient to execute the action of the app.

According to an embodiment, in the case where the user input isinsufficient to execute the action of the app, in operation 1770, theuser terminal 100 (e.g., the execution manager module 153 and theexecution service modules 141 a and 143 a) may make a request for anadditional input to the user and may receive the additional input.

According to an embodiment, in the case where the user input is enoughto execute the action of the app, in operation 1780, the user terminal100 (e.g., the execution manager module 153 and the execution servicemodules 141 a and 143 a) may execute the N-th action.

According to an embodiment, in operation 1791, the user terminal 100(e.g., the execution manager module 153) may determine whether the(N+1)-th action is present. In the case where there is no (N+1)-thaction, the execution manager module 153 may end the execution of theapp.

According to an embodiment, in the case where the (N+1)-th action ispresent, in operation 1792, the user terminal 100 (e.g., the executionmanager module 153 and the execution service modules 141 a and 143 a)may generate a new N by adding “1” to an existing N (N=N+1). As such,the user terminal 100 may execute the (N+1)-th action.

Referring to FIG. 17B, the user terminal 100 and the intelligence server200 may process an additional input of a user.

According to an embodiment, in operation 1771, the user terminal 100(e.g., the intelligence agent 151) may transmit information forrequesting an additional input, which is necessary to execute the actionof an app with regard to an insufficient input, to the intelligenceserver 200.

According to an embodiment, in operation 1772, the intelligence server200 (e.g., the DM module 260) may verify information corresponding tothe necessary additional input and may generate the necessaryinformation.

According to an embodiment, in operation 1773, the intelligence server200 (e.g., the NLG module 240 and the TTS module 250) may generate atext message and a voice signal corresponding to the necessaryinformation.

According to an embodiment, in operation 1774, the user terminal 100(e.g., the intelligence agent 151) may receive the text message and thevoice signal from the intelligence server 200. The user terminal 100 maydisplay the text message on the display 120. The user terminal 100 mayoutput the voice signal through the speaker 130.

According to an embodiment, in operation 1775, the user terminal 100(e.g., the intelligence agent 151) may receive the additional input fromthe user. For example, the additional input of the user may include avoice input, a touch input, a text input, or the like.

According to an embodiment, in operation 1776, the user terminal 100(e.g., the intelligence agent 151) may transmit the additional input ofthe user to the intelligence server 200.

According to an embodiment, in operation 1777, the intelligence server200 (e.g., the NLU module 220) may extract intent and a parametercorresponding to the additional input.

According to an embodiment, in operation 1778, the intelligence server200 (e.g., the path planner module 230) may generate a path rulecorresponding to the intent and the parameter.

According to an embodiment, in operation 1779, the user terminal 100 mayreceive the path rule to verify the action of the app. The user terminal100 may execute the verified action of the app.

As such, the user terminal 100 and the intelligence server 200 mayprocess the user input to execute the action of the app.

FIG. 18 is a view illustrating a screen in which an integratedintelligent system service is performed by a user terminal, according toan embodiment of the present disclosure.

Referring to FIG. 18, according to an embodiment, the user terminal 100may receive a user voice. For example, the user terminal 100 may displaya voice recognition user interface (UI) for receiving the user voice onthe display 120. According to another embodiment, the user terminal 100may receive a touch of a user or a text input. For example, the userterminal 100 may display a GUI for receiving the touch input of the useror an integrated intelligent service UI including a user key pad on thedisplay 120.

According to an embodiment, in screen 1810, the user terminal 100 mayreceive a specific input for recognizing the user voice. For example,the user terminal 100 may receive a specific input for recognizing theuser voice in a state where an app is not executed. Afterwards, thespecific input will be described in detail.

According to an embodiment, in screen 1820, if receiving the specificinput, the user terminal 100 may display the integrated intelligentservice UI 1821 on the display 120. For example, the integratedintelligent service UI 1821 may include a dialogue box area 1821 a forinteraction, an instruction hint area 1821 b, and a display area 1821 cin which the recognized voice is displayed. According to an embodiment,in the case where the user terminal 100 is ready to receive a voiceinput, the integrated intelligent service UI 1821 may display anindicator (e.g., a microphone icon) for providing notification that auser input is capable of being received in a part of the display area1821 c.

According to an embodiment, in screen 1830, the user terminal 100 mayreceive the user voice as the user input via the microphone 111. Forexample, in a state where the integrated intelligent service UI 1831including the dialogue box area 1831 a, the instruction hint area 1831b, and the display area 1831 c is displayed on the display 120, the usermay enter the user voice by clicking a voice input icon (e.g., a displayfor providing notification that the user input is capable of beingreceived). According to an embodiment, in the case where the voice inputis received, the indicator (e.g., an input icon 1831 d) indicating thatan input is being entered may be displayed in a part of the display area1831 c.

According to an embodiment, in screen 1840, the user terminal 100 maytransmit the received user input to the intelligence server 200 and maychange the received user input to a text corresponding to the userinput. In a state where the integrated intelligent service UI 1841including the dialogue box area 1841 a, the instruction hint area 1841b, and the display area 1841 c is displayed on the display 120, the userterminal 100 may display the user input changed to the text on thedisplay area 1831 c. According to an embodiment, when the user input isdisplayed on the display area 1831 c, the user terminal 100 may receivea revision input from the user and may revise the displayed user input.For example, the user may revise a part of the user input displayed onthe display 120.

According to an embodiment, in screen 1850, the user terminal 100 maydisplay a state, where the intelligence server 200 processes the userinput, on the display 120. For example, the user terminal 100 maydisplay a processing state (e g , hang on, progress, or the like) of theintelligence server 200 in a dialogue box area 1851 a for interactionand an area 1851 c in which the recognized voice is capable of beingdisplayed.

According to an embodiment, the user terminal 100 may include aplurality of modes for recognizing the user voice. For example, asdescribed above, in the case where the user terminal 100 displays theintegrated intelligent service UI on the display 120 (e.g., commandmode), the user terminal 100 may execute an action corresponding to theuser input. For another example, in the case where the user enters atext in a specific area (e.g., a dictation mode), the user terminal 100may enter the user input changed to the text in the specific area. Foranother example, in the case where the user enters a message in a chatapp (e.g., a chat mode), the user terminal 100 may enter the user inputchanged to the text in a box. For another example, in the case where theuser continuously enters an utterance (e.g., a continuous command mode),the user terminal 100 may execute an action corresponding to thecontinuously entered user input. For example, the user terminal 100 maydivide the continuously entered user input into sentence units and maytransmit the sentence units to the intelligence server 200. The userterminal 100 may receive a path rule corresponding to the continuouslyentered user input from the intelligence server 200 to execute anaction. In a state where the user continuously clicks a voicerecognition button of the integrated intelligent service UI 1821, theuser may enter a continuous utterance to the user terminal 100.Alternatively, the user may enter the continuous utterance to the userterminal 100 by clicking the voice recognition button of the integratedintelligent service UI 1821 upon starting the utterance and by clickingthe voice recognition button of the integrated intelligent service UI1821 again upon ending the utterance.

FIG. 19 is a view illustrating that a user terminal receives an inputfor recognizing a voice, according to an embodiment of the presentdisclosure.

Referring to FIG. 19, the user terminal 100 may receive an input forrecognizing the voice of a user.

According to an embodiment, in screen 1910, the user terminal 100 mayreceive the input for recognizing the voice through a hardware key 112.In the case where the user terminal 100 receives the input through thehardware key 112, the user terminal 100 may display an integratedintelligent service UI 1921 on the display 120. The integratedintelligent service UI 1921 may include a dialogue box area 1921 a, aninstruction hint area 1921 b, and a display area 1921 c. For example,the user may touch a voice recognition button 1921 d of the integratedintelligent service UI 1921 to enter the voice 111 a in a state wherethe integrated intelligent service UI 1921 is displayed on the display120. For another example, the user may enter the voice 111 a whilecontinuously pressing the hardware key 112 pressed to display theintegrated intelligent service UI 1921 on the display 120.

According to an embodiment, in screen 1920, the user terminal 100 mayreceive the input for recognizing the voice through the microphone 111.In the case where a specified voice (e.g., wake up!) 111 b is enteredthrough the microphone 111, the user terminal 100 may display theintegrated intelligent service UI 1921 on the display 120. For example,the user may touch the voice recognition button 1921 d of the integratedintelligent service UI 1921 to enter the voice in a state where theintegrated intelligent service UI 1921 is displayed on the display 120.

As such, the user terminal 100 may receive the voice from the user byreceiving the input for recognizing the voice.

FIG. 20 is a view illustrating a case where one app is executed by auser terminal, according to an embodiment of the present disclosure.

Referring to FIG. 20, the intelligence agent 151 may receive a userinput to execute one app 122.

According to an embodiment, the intelligence agent 151 may receive theuser input to execute one app.

For example, the user may enter “send a message to mom saying that I'm alittle late.” The user input may be processed through the intelligenceserver 200. As the processing result, a path rule including informationabout states corresponding to an action of executing a message app, anaction of displaying a dialogue box with mom, an action of entering atext, and an action of transmitting a message and information about aparameter utilized to execute the actions may be generated. As such, theuser terminal 100 may receive the path rule and may execute an actiondepending on the path rule.

According to an embodiment, in screen 2010, the user terminal 100 maydisplay an integrated intelligent service UI 2011 on the display 120.

According to an embodiment, in screen 2020, the user terminal 100 mayreceive a user voice as the user input and may recognize the user voiceas a text form. For example, the user terminal 100 may recognize “send amessage to mom saying that I'm a little late” as a text form through theintegrated intelligent service UI 2021.

According to an embodiment, in screen 2030, the user terminal 100 mayexecute a message app, may execute a dialogue box, and may enter amessage. For example, the user terminal 100 may execute a dialogue boxwith mom 2031 of a message app and may enter a message “I'm a littlelate” in a message input area 2031 a.

According to an embodiment, in screen 2040, the user terminal 100 maytransmit a message. For example, the user terminal 100 may transmit amessage 2041 b “I'm a little late” and may display the message 2041 b ina dialogue box with mom 2041.

As such, the user terminal 100 may recognize the user voice as a text(screen 2010 and screen 2020), may automatically execute the action ofan app depending on the path rule corresponding to the user input(screen 2030), and may transmit a message (screen 2040).

FIG. 21 is a view illustrating a case where one app is executed by auser terminal, according to an embodiment of the present disclosure.

Referring to FIG. 21, if a user enters a user input “send a message tomom saying that I'm a little late” in the user terminal 100, theintelligence agent 151 may transmit the user input to the intelligenceserver 200. The intelligence server 200 may generate a path rule throughthe ASR module 210, the NLU module 260, and the path planner module 230and may transmit the path rule to the user terminal 100, and theintelligence agent 151 may obtain the path rule. While the user input isprocessed by the intelligence server 200, the user terminal 100 maydisplay “the user input is being processed” on the display 120. Inaddition, the intelligence agent 151 may receive a user input recognizedas a text form from the ASR module 210 and may display the user input onthe display 120.

According to an embodiment, the intelligence agent 151 may provide thepath rule to the execution manager module 153.

The execution manager module 153 may transmit a signal for making arequest for the action 141 b to the execution service module 141 adepending on four actions (first to fourth actions) corresponding to thepath rule. If one action is completed, the signal for making the requestfor the action 141 b may be transmitted. If receiving a signal formaking a request for the first action of the first app 141, theexecution service module 141 a may execute the first action. If thefirst action is completed, the execution service module 141 a may openthe second action of the first app 141 and may transmit completioninformation to the execution manager module 153. If receiving thecompletion information, the execution manager module 153 may transmit asignal for requesting the second action. If the execution manager module153 receives the completion information after the fourth action of thefirst app 141 is completed, the execution manager module 153 maytransmit path rule completion information to the intelligence server200. The intelligence server 200 may notify the user that the action 141b is completed, through the NLG module 240 and the TTS module 250. Assuch, as illustrated in FIG. 20, the execution manager module 153 maycause four actions (the first to fourth actions) corresponding to thepath rule to be sequentially executed.

FIGS. 22 and 23 are views illustrating a case where a portion ofinformation is insufficient in a process for executing one app of a userterminal, according to an embodiment of the present disclosure.

Referring to FIGS. 22 and 23, in the case where a portion of informationof the received user input is insufficient, the user terminal 100 maymake a request for an additional input to a user.

According to an embodiment, in screen 2210, the user terminal 100 mayreceive a user input “send a message to mom saying that I'm a littlelate.” The user terminal 100 may display the user input in an integratedintelligent service UI 2211. Since the user terminal 100 has variouschannels or means (e.g., short message service (SMS), application,e-mail, and the like) for transmitting a message, whether to transmitthe message through any channel or means may not be defined in the userinput.

According to an embodiment, in screen 2220, the user terminal 100 maymake a request for an additional input to the user, with regard towhether to send the message to the user by any app. For example, theuser terminal 100 may display “which application do you use?” in adialogue box area 2221 a of an integrated intelligent service UI 2221.In addition, the user terminal 100 may output information correspondingto the display to the speaker 130.

According to an embodiment, the user terminal 100 may display aplurality of identifiers, each of which represents an app, in aselection area 2221 d of the app. For example, the identifier may be inthe form of an icon, a symbol, an image, or a text. For example, theuser may select the touched one by touching one of the plurality ofidentifiers displayed in the selection area 2221 d of the app. Foranother example, the user may select one identifier through an utterancefor specifying one of the plurality of identifiers.

According to an embodiment, in screen 2230, the user terminal 100 mayexecute a message app corresponding to the selected identifier and maydisplay a message “I'm a little late” in a message input area 2231 a ofa dialogue box with mom 2231.

According to an embodiment, in screen 2240, the user terminal 100 maytransmit a message 2241 b “I'm a little late” and may display a dialoguebox with mom 2241.

As such, the user terminal 100 may recognize a user voice as a text, anda state for selecting an app may be displayed on the display 120. Theuser terminal 100 may automatically execute the action of the selectedapp depending on a path rule corresponding to the user input to transmitthe message.

According to another embodiment, the user may enter “send a messagesaying that I'm a little late.” The user input may lack informationabout whom the user sends the message.

According to an embodiment, in screen 2310, the user terminal 100 mayreceive the user input “send a message saying that I'm a little late.”The user terminal 100 may display an integrated intelligent service UI2311 on the display 120.

According to an embodiment, in screen 2320, the user terminal 100 maymake a request for an additional input to the user with regard towhether to transmit the message to anyone. For example, the userterminal 100 may execute a message app and may enter a message in amessage input area 2321 a of a dialogue box 2321 of the message app.Furthermore, the user terminal 100 may be in a state where a recipientis capable of being selected in an area 2321 c for entering therecipient. The user not only may select a recipient by a touch input butalso may place a cursor in the area 2321 c for entering the recipient ofa message app to directly enter the recipient by a keyboard (or avirtual keyboard).

According to an embodiment, in screen 2330, the user terminal 100 maydisplay the selected word of “mom” in the area 2331 c of a dialogue box2331 of the message app for entering the recipient.

According to an embodiment, in screen 2340, the user terminal 100 maydisplay a message 2341 b “I'm a little late” in a dialogue box with mom2341.

As such, the user terminal 100 may recognize the user voice as a text,and a state where the recipient is selected may be displayed on thedisplay 120. The user terminal 100 may automatically execute the actionof an app depending on a path rule corresponding to the user input andmay transmit the message to the selected recipient.

FIGS. 24A, 24B, and 24C are views illustrating a case where a portion ofinformation is insufficient in a process for executing one app of a userterminal, according to an embodiment of the present disclosure.

Referring to FIG. 24A, if a user enters a user input “send a messagesaying that I'm a little late” in the user terminal 100, theintelligence agent 151 may receive a path rule corresponding to the userinput, a portion of information of which is insufficient, from theintelligence server 200. The intelligence agent 151 may transmit a pathrule to the execution manager module 153. The execution manager module153 may transmit a signal for requesting for the first action of thefirst app 141 to the execution service module 141 a depending on thefirst action corresponding to the path rule. For example, the firstaction 141 b may include the execution of at least one of the messageapp 141 or the input of message contents. If the execution servicemodule 141 a recognizes that the first action 141 b is completed, theexecution service module 141 a may transmit information (e.g., recipientinformation) about an insufficient parameter to the execution managermodule 153 to enter a recipient. The execution manager module 153 maytransmit the information about the insufficient parameter (or an emptyparameter) to the intelligence agent 151.

The intelligence server 200 may receive a signal for requesting theadditional information through the DM module 260. The NLG module 240 maygenerate text data (e.g., “please enter the recipient of the message”)for requesting the information (e.g., recipient information) about theinsufficient parameter. According to an embodiment, the TTS module 250may change the generated text data to a voice signal. The text dataor/and the voice signal generated through the NLG module 240 and the TTSmodule 250 may be transmitted to the user terminal 100.

Referring to FIG. 24B, the user may supplement the information about theinsufficient parameter by entering the voice input of the user “mom” or“to mom” in the user terminal 100. To request the user input, the userterminal 100 may output a voice signal or may display the text data in ascreen. The intelligence agent 151 may transmit the additionally enteredvoice input of the user to the intelligence server 200. The ASR module210 may change the user input to the text data, and the NLU module 220and the path planner module 230 may at least one of generate, update, orcomplete a path rule based on the text data. The intelligence agent 151may receive the path rule. The intelligence agent 151 may transmit thepath rule to the execution manager module 153. The execution managermodule 153 may transmit a signal for requesting second and third actionsof the first app 141 to the execution service module 141 a depending onthe second and third actions corresponding to the path rule. Forexample, the user terminal 100 may receive the recipient from the user(screen 2330 and screen 2340 of FIG. 23) and may generate the path ruleto transmit the message to the recipient. The remaining three actions(second to fourth actions) 141 b corresponding to the path rule may besequentially executed.

Referring to FIG. 24C, the user may enter the information about theinsufficient parameter by selecting (e.g., selecting by a touch) “mom”from a recipient list. The intelligence agent 151 may transmit theadditionally entered user input to the intelligence server 200, but theuser input may be received by not the ASR module 210 but the NLU module220. As such, the path planner module 230 may generate the path rule inthe same way as the recipient is entered by the voice. As such, the userterminal 100 may sequentially execute the remaining three actions (thesecond to fourth actions) 141 b corresponding to the path rule in thesame way as the recipient is entered through an utterance.

FIG. 25 is a view illustrating a case where an app, which is not storedin a rule database, is executed by a user terminal, according to anembodiment of the present disclosure.

According to an embodiment, the intelligence agent 151 may execute anapp (e.g., an unauthenticated app) that is not stored in the ruledatabase in the user terminal 100. The app that is not authenticated inthe user terminal 100 may not be controlled depending on a path rule. Inother words, the unauthenticated app in the present disclosure maycorrespond to an app that does not support a voice input functionaccording to various embodiments of the present disclosure. For example,the app that is not stored in the rule database may be an app (e.g., the3rd party app), in which the user terminal 100 does not know the actioncorresponding to a user input entered by the user terminal 100.

For example, the user may enter “send a message to Eric by Telegramsaying that see you tomorrow.” For example, the Telegram may be an appthat is not authenticated by the user terminal 100. According to variousembodiments, for example, the authenticated app may be an app that theuser arbitrarily downloads. As such, the user terminal 100 may controlthe execution of the unauthenticated app based on the name of theinstalled application, but an internal action performing the function ofa corresponding app may not be controlled.

According to an embodiment, in screen 2510 and screen 2520, the userterminal 100 may receive the user input “send a message to Eric byTelegram saying that see you tomorrow” shown in a dialogue box area 2511and a dialogue box area 2521.

According to an embodiment, the user terminal 100 may receive a pathrule, which performs an app until the execution of the Telegram, throughthe intelligence server 200. After executing the Telegram depending onthe path rule, the user terminal 100 may display a GUI 2531 of theTelegram on the display 120.

According to an embodiment, in screen 2530, screen 2540, and screen2550, the user may directly select a dialogue box with Eric 2531 a, maydirectly enter a message in a message input area 2541 b in a dialoguebox area 2541, and may directly transmit a message to display thetransmitted message 2551 c in a dialogue box area 2551.

FIG. 26 is a view illustrating a case where an app is not installed in auser terminal, according to an embodiment of the present disclosure.

Referring to FIG. 26, a user may enter “please reserve a taxi toMyeongdong station.” For example, an app capable of reserving a taxi maynot be installed in the user terminal 100. The user terminal 100 maymake a request for an additional input associated with an insufficientparameter to the user and may install an app for performing anadditional action depending on a user input to perform a task.

According to an embodiment, in screen 2610 and screen 2620, the userterminal 100 may receive the user input of “please reserve a taxi toMyeongdong station” as shown in in a dialogue box area 2611 and adialogue box area 2621.

According to an embodiment, in screen 2630, the user terminal 100 maydisplay guidance information of “After installing Uber, would you liketo make a taxi reservation?” in a dialogue area 2631 a of in a dialoguebox area 2631. As such, the user may cause the installation of an app,and the user terminal 100 may download the app and may launch theinstalled app. According to an embodiment, in screen 2640, the userterminal 100 may execute the remaining actions through the installedapp.

FIG. 27 is a view illustrating a case where a plurality of apps areexecuted by a user terminal, according to an embodiment of the presentdisclosure.

Referring to FIG. 27, a user may enter “send a message with a recentHawaii photo to mom.” The user input may be processed through theintelligence server 200. A path rule including information about statescorresponding to an action of executing a gallery app, an action ofexecuting a search function, an action of searching for a Hawaii photo,an action of selecting a found photo, an action of displaying a sharescreen, an action of executing a dialogue box with mom, and an action oftransmitting the photo and information about a parameter utilized toexecute the action may be generated. As such, the user terminal 100 mayexecute an action depending on the path rule.

According to an embodiment, in screen 2710, the user terminal 100 mayreceive the user's utterance of “send a message with a recent Hawaiiphoto to mom.”

According to an embodiment, in screen 2720, the user terminal 100 maylaunch a gallery app and may display a GUI 2721 of the gallery app onthe display 120.

According to an embodiment, in screen 2730, the user terminal 100 maydisplay screen 2731, in which the search function of the gallery app isperformed, on the display 120.

According to an embodiment, in screen 2740, the user terminal 100 maydisplay screen 2741, in which Hawaii is found in a gallery app, on thedisplay 120. According to an embodiment, in screen 2750, the userterminal 100 may select the found photo 2751 b.

According to an embodiment, in screen 2760, the user terminal 100 maydisplay share screen 2761 c on the display 120. For example, the userterminal 100 may display an app capable of sharing the selected photo inthe share screen 2761 c.

According to an embodiment, in screen 2770, the user terminal 100 maylaunch the message app selected by the user and may enter the selectedphoto in an input box 2771 c. For example, the user terminal 100 mayexecute a dialogue box with mom 2771 in the message app and may enterthe selected Hawaii photo in the message input box 2771 c.

According to an embodiment, in screen 2780, the user terminal 100 maytransmit the entered photo and may display the transmitted photo 2781 din a dialogue box with mom 2781.

As such, the user terminal 100 may recognize a user voice as a text, mayautomatically execute the action of an app depending on a path rulecorresponding to the user input, and may transmit the selected photo.

FIG. 28 is a view illustrating a case where a plurality of apps areexecuted by a user terminal, according to an embodiment of the presentdisclosure.

Referring to FIG. 28, if a user enters a user input “send a message witha recent Hawaii photo to mom” in the user terminal 100, the intelligenceagent 151 may receive a path rule for executing two apps. The executionmanager module 153 may receive the path rule. The intelligence agent 151may execute the execution service module 141 a of the first app 141 andthe execution service module 143 a of the second app 143 through theexecution manager module 153 depending on seven actions (first toseventh actions) corresponding to the path rule and may sequentiallytransmit a signal for requesting for an action to the execution servicemodule 141 a of the first app 141 and the execution service module 143 bof the second app 143. For example, if the execution of the last action(the fifth action) of the gallery app 141 is completed, the executionmanager module 153 may transmit information (e.g., the selected Hawaiiphoto), which is utilized for the first action (the sixth action) of themessage app 143, from the gallery app to the message app 143. Themessage app 143 may receive the information and may execute the firstaction. As such, the execution manager module 153 may cause the sevenactions (the first to seventh actions) corresponding to the path rule tobe executed in a plurality of apps.

FIG. 29 is a view illustrating a case where an execution screen ofanother app is displayed by an integrated intelligent system service ofa user terminal, according to an embodiment of the present disclosure.

Referring to FIG. 29, the user terminal 100 may display the operatingprocess of an app according to a path rule through an app operating inconjunction with the intelligence agent 151.

According to an embodiment, in screen 2910 and screen 2920, the userterminal 100 may receive user's utterance as shown in a dialogue boxarea 2911 and a dialogue box area 2921.

According to an embodiment, in screen 2930, the user terminal 100 maydisplay the operating process of an app according to the path rule in adialogue box area 2931 a of a UI 2931 of the app operating inconjunction with the intelligence agent 151 in the form of an image. Ifthe process ends, the user terminal 100 may display an end message inthe dialogue box area 2931 a.

FIG. 30 is a view illustrating a case where an execution process ofanother app is displayed in the form of a text by an integratedintelligent system service of a user terminal, according to anembodiment of the present disclosure.

Referring to FIG. 30, the user terminal 100 may display the operatingprocess of an app according to a path rule through an app operating inconjunction with the intelligence agent 151.

According to an embodiment, in screen 3010 and screen 3020, the userterminal 100 may receive user's utterance.

According to an embodiment, in screen 3030, the user terminal 100 maydisplay the action of an app according to the path rule in a dialoguebox area 3031 a of a UI 3031 of the app operating in conjunction withthe intelligence agent 151 in the form of a text. If the process ends,the user terminal 100 may display an end message in the dialogue boxarea 3031 a.

FIGS. 31A and 31B are views illustrating a case where various userinputs are entered in a process for executing a plurality of apps of auser terminal, according to an embodiment of the present disclosure.

Referring to FIG. 31A, a user may enter “share a recent Hawaii photowith mom.” Information about whether to share the photo by any app maybe insufficient in the user input. The user terminal 100 may make arequest for an additional input to the user, with regard to whether toshare the message with the user by any app. For example, the userterminal 100 may execute a first action of executing a gallery app, asecond action of executing a search function the gallery app, a thirdaction of searching for a photo from the gallery app, a fourth action ofselecting a photo to be shared, and a fifth action, in which a sharescreen is displayed, depending on a path rule corresponding to the userinput, in which a parameter is insufficient, and then may make a requestfor the additional input to the user.

According to an embodiment, the user may enter the additional input forthe user terminal 100 to complete an action. For example, the user mayenter an input (e.g., a touch or an utterance) for sharing a photo byusing a message app. According to an embodiment, the user terminal 100may execute the remaining actions depending on the additional input ofthe user. For example, if receiving the additional input for selectingan app to be shared from the user, the user terminal 100 may execute adialogue box of a message app to execute a sixth action of entering theselected photo in a dialogue box and a seventh action of transmittingthe entered photo.

Referring to FIG. 31B, a user may enter “share a recent Hawaii photowith mom.” The user terminal 100 may execute the gallery app by usingthe path rule corresponding to the user input, in which a parameter isinsufficient, and may execute the first action to the fifth actionsequentially, in which the share screen is displayed, and may receivethe additional input from the user to complete the execution of theaction. For example, screens in which edge {circle around (1)}, edge{circle around (2)}, edge {circle around (3)}, edge {circle around (4)},and edge {circle around (6)} are displayed in FIG. 31B may indicate thatthe action of an app is automatically executed by an integratedintelligent system. In addition, a screen in which edge {circle around(5)} is displayed may be in a state for receiving the additional inputof the user.

According to an embodiment, in screen 3110, the user terminal 100 mayreceive the user's utterance from a UI for receiving a voice.

According to an embodiment, in screen 3120, screen 3130, screen 3140,and screen 3150 (screens in which edge {circle around (1)}, edge {circlearound (2)}, edge {circle around (3)}, and edge {circle around (4)} aredisplayed), the user terminal 100 may automatically execute the first tofourth actions by using an integrated intelligent system service.

According to an embodiment, in screen 3160 (a screen in which edge{circle around (5)} is displayed), the user terminal 100 may execute thefifth action of displaying a screen for selecting the app to be sharedon the display 120, and may maintain a state for receiving the userinput.

According to an embodiment, in screen 3170 (a screen in which edge{circle around (6)} is displayed), if receiving the additional input forselecting the app to be shared from the user, the user terminal 100 mayautomatically execute the sixth action.

According to an embodiment, in screen 3180, the user terminal 100 mayautomatically execute the seventh action of transmitting the photo.

FIGS. 32A and 32B are views illustrating a case where insufficientinformation is entered in a process for executing a plurality of apps ofa user terminal, according to an embodiment of the present disclosure.

Referring to FIG. 32A, if a user enters a user input “share a recentHawaii photo with mom” in the user terminal 100, the intelligence agent151 may receive a path rule corresponding to the user input, a portionof information of which is insufficient, from the intelligence server200. The intelligence agent 151 may transmit a path rule to theexecution manager module 153. The execution manager module 153 maysequentially execute first to fifth actions of the first app 141depending on the path rule. For example, the first to fifth actions maybe an action of executing a gallery app, an action of searching for aHawaii photo, an action of displaying a search screen, an action ofselecting the found photo, and an action of displaying a share screen,respectively. If the fifth action is completed, the execution servicemodule 141 a may transmit information about an insufficient parameter(or an empty parameter) to the execution manager module 153. Theexecution manager module 153 may make a request for an additional inputto a user by using the information about the insufficient parameter.

Referring to FIG. 32B, the user may enter the information about theinsufficient parameter by entering the user input “by a message” in theuser terminal 100. The intelligence agent 151 may transmit theadditionally entered user input to the intelligence server 200. Theintelligence server 200 may generate the path rule by using the userinput. The intelligence agent 151 may receive the path rule and maytransmit the path rule to the execution manager module 153. Theexecution manager module 153 may sequentially transmit a signal forrequesting the sixth and seventh actions of the second app 143corresponding to the path rule. As such, the user terminal 100 maysequentially execute the remaining two actions (the sixth and seventhactions) corresponding to the path rule.

The user terminal 100 according to various embodiments of the presentdisclosure may recognize the user voice, may grasp an action foraccomplishing the intent and purpose of the user, and may execute theapp stepwise, thereby providing a user with the same UI as an UIoperating by a touch.

In addition, the app may be operated stepwise by using only theprocessed user input in the case where the user input includesinsufficient information, and the additional input may be received fromthe user such that the remaining actions are executed, thereby providingan effective service suitable for the user intent.

FIG. 33 is a flowchart illustrating a voice input processing method of auser terminal, according to an embodiment of the present disclosure.

The flowchart illustrated in FIG. 33 may include operations that theabove-described user terminal 100 processes. Therefore, details aboutthe user terminal 100 given with reference to FIGS. 1 to 32 may beapplied to the flowchart illustrated in FIG. 33 even though there areomitted contents below.

According to an embodiment, in operation 3310, the user terminal 100 mayreceive an utterance from a user through the microphone 111.

According to an embodiment, in operation 3320, the user terminal 100 maygenerate or receive text data based on the user's utterance. The userterminal 100 may change the user input to a text form through theintelligence server 200 and may grasp intent and a parameter based onthe user input of the text form to generate a path rule. The userterminal 100 may receive text data and the path rule and may display thetext data on the display 120.

According to an embodiment, in operation 3330, the user terminal 100 mayselect one app (or an application program) based at least partly on thetext data. The user terminal 100 may select an app depending on the pathrule generated based on the text data corresponding to the user'sutterance.

According to an embodiment, in operation 3340, the user terminal 100 maypresent the GUI of the selected the apps 141 and 143 on the display 120.

According to an embodiment, in operation 3350, the user terminal 100 maydisplay at least part of an input process, which is automaticallyprovided to the GUI based on the text data, on the display 120. The userterminal 100 may display the execution process of the actions 141 b and143 b of the apps 141 and 143 according to the path rule on the display120.

According to an embodiment, in operation 3360, the user terminal 100 mayrequire the user to enter at least one parameter such that the selectedapp performs an operation by using the user input as one parameter. Theuser terminal 100 may execute the actions 141 b and 143 b of the apps141 and 143 by using the actions 141 b and 143 b of the apps 141 and 143included in the path rule and a parameter utilized for the actions 141 band 143 b.

According to an embodiment, in operation 3370, the user terminal 100 maydisplay the result of the operation on the display 120. The userterminal 100 may display the result of the action 141 b of the app 141on the display 120. According to an embodiment, the user terminal 100may sequentially display the result of the plurality of the actions 141b and 143 b of the plurality of apps 141 and 143 on the display 120.

According to various embodiments, an electronic device may include ahousing, a touchscreen display exposed through a first portion of thehousing, a microphone disposed at a second portion of the housing, aspeaker disposed at a third portion of the housing, a processor disposedinside the housing, and electrically connected to the display, themicrophone, and the speaker, and a memory disposed inside the housing,and electrically connected to the processor. The memory may beconfigured to store a plurality of application programs, each of whichincludes a GUI. The memory may further store instructions that, whenexecuted, cause the processor to cause the microphone to receive anutterance from a user, to generate or receive text data based on theutterance, to select one of the applications programs, based at leastpartly on the text data, to launch the selected application program, topresent the GUI of the selected application program on the display, todisplay at least part of a sequence of automatically providing an inputinto the GUI on the display, based at least partly on the text data, tocause the selected application program to perform an operation thatutilizes at least one parameter, using the input as the at least oneparameter, and to display a result of the operation on the display.

According to various embodiments, the instructions may cause theprocessor to download at least one of the plurality of applicationprograms from a server.

According to various embodiments, the instructions may be part of asoftware framework that provides an application programming interface tothe plurality of application programs.

According to various embodiments, the instructions may further cause theprocessor to display, on the display, one or more identifiers, each ofwhich represents a respective one of the plurality of applicationprograms, based at least partly on the text data, to receive a selectionof one of the identifiers from the user via the display or themicrophone, and to select the one of the application programs, based onthe received selection.

According to various embodiments, the identifiers may be in the form ofat least one of an icon, a symbol, an image, or text.

According to various embodiments, when the text data lacks a parameterfor the selected application program to perform the operation, theinstructions may further cause the processor to place a cursor in aninput area of the GUI for receiving the parameter, to receive text inputfor the parameter via the display, and to cause the application programto perform the operation, using the text input.

According to various embodiments, the instructions may further cause theprocessor to generate or receive intent of the utterance and theparameter for performing the intent based on the text data, to generateor receive a path rule including a sequence of the operation of theselected application program based on the intent and the parameter, ifthe one application program is selected, to select the one applicationprogram depending on the path rule, if the selected application programperforms the operation, to perform the operation included in the pathrule depending on the sequence of the path rule, and if the result ofthe operation is displayed on the display, to display the result of theoperation included in the path rule on the display depending on theperformed sequence.

According to various embodiments, the one path rule may include theoperation of the selected application program and the parameter utilizedto perform the operation.

According to various embodiments, an electronic device may include ahousing, a touchscreen display exposed through a first portion of thehousing, a microphone disposed at a second portion of the housing, aspeaker disposed at a third portion of the housing, a processor disposedinside the housing, and electrically connected to the display, themicrophone, and the speaker, and a memory disposed inside the housing,and electrically connected to the processor. The memory may beconfigured to store a first plurality of application programs and asecond plurality of application programs, each of the first and secondplurality of application programs including a GUI. The memory mayfurther store instructions that, when executed, cause the processor tocause the microphone to receive an utterance from a user, to generate orreceive text data based on the utterance, to select a first applicationprogram from the first plurality of application programs, based at leastpartly on the text data, to launch the selected first applicationprogram, to present the GUI of the selected first application program onthe display, to cause the selected first application program to performa first operation that utilizes at least one first parameter, based atleast partly on the text data, while displaying at least part of asequence of performing the first operation on the display, to display aresult of the first operation on the display, after displaying theresult, to display one or more identifiers on the display, based atleast partly on the text data, each of the identifiers represents arespective one of the second plurality of application programs, toreceive a selection of one of the identifiers from the user via thedisplay or the microphone, to select a second application program fromthe second plurality of application programs, based on the receivedselection, and to cause the selected second application program toperform a second operation that utilizes at least one second parameter,using at least part of the result of the first operation.

According to various embodiments, the instructions may cause theprocessor to download at least one of the first or second plurality ofapplication programs from a server.

According to various embodiments, the instructions may be part of afirst part software framework that provides an application programminginterface to the first and second pluralities of application programs.

According to various embodiments, the instructions may further cause theprocessor, after selecting the second application program, to presentthe GUI of the selected second application program on the display, tocause the selected second application program to perform the secondoperation, while displaying at least part of a sequence of performingthe second operation on the display, and to display a result of thesecond operation on the display.

According to various embodiments, the identifiers may be in the form ofat least one of an icon, a symbol, an image, or text.

According to various embodiments, when the text data lacks a firstparameter for the first application program to perform the firstoperation, the instructions may further cause the processor to displayan input area of the GUI of the first application program on the displayfor receiving the first parameter, to receive a first input for thefirst parameter via the display or the microphone, and to cause thefirst application program to perform the operation, using the firstinput.

According to various embodiments, when the text lacks a second parameterfor the second application program to perform the second operation, theinstructions may further cause the processor to display an input area ofthe GUI of the second application program on the display for receivingthe second parameter, to receive a second input for the second parametervia the display or the microphone, and to cause the second applicationprogram to perform the operation, using the second input.

According to various embodiments, an electronic device may include ahousing, a touchscreen display exposed through a first portion of thehousing, a microphone disposed at a second portion of the housing, aspeaker disposed at a third portion of the housing, a processor disposedinside the housing, and electrically connected to the display, themicrophone, and the speaker, and a memory disposed inside the housing,and electrically connected to the processor. The memory may beconfigured to store a plurality of application programs, each of whichincludes a GUI.

The memory may further store instructions that, when executed, cause theprocessor to cause the microphone to receive a verbal request from auser, to generate or receive text data based on the request, to selectone of the applications programs, based at least partly on the textdata, to determine a portion, but not the entirety, of an operation thatcan be performed automatically on the selected application program,using the text data, to launch the selected application program, topresent the GUI of the selected application program on the display, todisplay at least part of a sequence of automatically performing theportion of the operation, based at least partly on the text data,without completing the operation, to receive a user input via thedisplay or microphone, and to cause the application program to completethe operation, using the received user input.

According to various embodiments, the instructions may be part of asoftware framework that provides an application programming interfaceprovided to the plurality of application programs. The instructions mayfurther cause the processor to store user information in the memory and,when the text data lacks a parameter for the selected applicationprogram to perform the operation, to propose the parameter to be addedto the operation based on the stored user information.

According to various embodiments, a voice input processing method mayinclude receiving an utterance from a user via a microphone, generatingor receiving text data based on the utterance, selecting one applicationprogram based at least partly on the text data, launching the selectedapplication program, presenting a GUI of the selected applicationprogram on a display, displaying at least part of a sequence ofautomatically providing an input into the GUI on the display, based atleast partly on the text data, causing the selected application programto perform an operation that utilizes at least one parameter, using theinput as the at least one parameter, and displaying a result of theoperation on the display.

According to various embodiments, a server that processes a voice inputmay be configured to receive an utterance of a user from an externalelectronic device, to generate text data based on the received utteranceof the user, to generate intent of the utterance and a parameter forperforming the intent based on the text data, to determine a path ruleincluding a sequence of an operation of an application program of theexternal electronic device based on the intent and the parameter, and totransmit the path rule to the external electronic device. The path rulemay include the operation of the application program of the externalelectronic device and the parameter for performing the operation.

FIG. 34 illustrates an electronic device in a network environmentsystem, according to various embodiments of the present disclosure.

Referring to FIG. 34, according to various embodiments, an electronicdevice 3401, a first electronic device 3402, a second electronic device3404, or a server 3406 may be connected each other over a network 3462or a short range communication 3464. The electronic device 3401 mayinclude a bus 3410, a processor 3420, a memory 3430, an input/outputinterface 3450, a display 3460, and a communication interface 3470.According to an embodiment, the electronic device 3401 may not includeat least one of the above-described elements or may further includeother element(s).

For example, the bus 3410 may interconnect the above-described elements3420 to 3470 and may include a circuit for conveying communications(e.g., at least one of a control message or data) among theabove-described elements.

The processor 3420 may include one or more of a CPU, an AP, or acommunication processor (CP). For example, the processor 3420 mayperform an arithmetic operation or data processing associated with atleast one of control or communication of at least other elements of theelectronic device 3401.

The memory 3430 may include at least one of a volatile or nonvolatilememory. For example, the memory 3430 may store instructions or dataassociated with at least one other element(s) of the electronic device3401. According to an embodiment, the memory 3430 may store at least oneof software or a program 3440. The program 3440 may include, forexample, at least one of a kernel 3441, a middleware 3443, anapplication programming interface (API) 3445, or an application program(or “an application”) 3447. At least part of the kernel 3441, themiddleware 3443, or the API 3445 may be referred to as an “operatingsystem (OS).”

For example, the kernel 3441 may control or manage system resources(e.g., the bus 3410, the processor 3420, the memory 3430, and the like)that are used to execute operations or functions of other programs(e.g., the middleware 3443, the API 3445, and the application program3447). Furthermore, the kernel 3441 may provide an interface that allowsthe middleware 3443, the API 3445, or the application program 3447 toaccess discrete elements of the electronic device 3401 so as to controlor manage system resources.

The middleware 3443 may perform, for example, a mediation role such thatthe API 3445 or the application program 3447 communicates with thekernel 3441 to exchange data.

Furthermore, the middleware 3443 may process task requests received fromthe application program 3447 according to a priority. For example, themiddleware 3443 may assign the priority, which makes it possible to usea system resource (e.g., the bus 3410, the processor 3420, the memory3430, or the like) of the electronic device 3401, to at least one of theapplication program 3447. For example, the middleware 3443 may processthe one or more task requests according to the priority assigned to theat least one, which makes it possible to perform scheduling or loadbalancing on the one or more task requests.

The API 3445 may be, for example, an interface through which theapplication program 3447 controls a function provided by the kernel 3441or the middleware 3443, and may include, for example, at least oneinterface or function (e.g., an instruction) for a file control, awindow control, image processing, a character control, or the like.

The input/output interface 3450 may play a role, for example, of aninterface which transmits an instruction or data input from a user oranother external device, to other element(s) of the electronic device3401. Furthermore, the input/output interface 3450 may output aninstruction or data, received from other element(s) of the electronicdevice 3401, to a user or another external device.

The display 3460 may include, for example, a liquid crystal display(LCD), a light-emitting diode (LED) display, an organic LED (OLED)display, a microelectromechanical systems (MEMS) display, or anelectronic paper display. The display 3460 may display, for example,various contents (e.g., a text, an image, a video, an icon, a symbol,and the like) to a user. The display 3460 may include a touch screen andmay receive, for example, a touch, gesture, proximity, or hovering inputusing an electronic pen or a part of a user's body.

For example, the communication interface 3470 may establishcommunication between the electronic device 3401 and an external device(e.g., the first electronic device 3402, the second electronic device3404, or the server 3406). For example, the communication interface 3470may be connected to the network 3462 over wireless communication orwired communication to communicate with the external device (e.g., thesecond electronic device 3404 or the server 3406).

The wireless communication may use at least one of, for example,long-term evolution (LTE), LTE Advanced (LTE-A), Code Division MultipleAccess (CDMA), Wideband CDMA (WCDMA), Universal MobileTelecommunications System (UMTS), Wireless Broadband (WiBro), GlobalSystem for Mobile Communications (GSM), or the like, as cellularcommunication protocol. Furthermore, the wireless communication mayinclude, for example, the short range communication 3464. The shortrange communication 3464 may include at least one of Wi-Fi, Bluetooth,near field communication (NFC), magnetic stripe transmission (MST), aglobal navigation satellite system (GNSS), or the like.

The MST may generate a pulse in response to transmission data using anelectromagnetic signal, and the pulse may generate a magnetic fieldsignal. The electronic device 3401 may transfer the magnetic fieldsignal to point of sale (POS), and the POS may detect the magnetic fieldsignal using an MST reader. The POS may recover the data by convertingthe detected magnetic field signal to an electrical signal.

The GNSS may include at least one of, for example, a GPS, a globalnavigation satellite system (Glonass), a Beidou navigation satellitesystem (hereinafter referred to as “Beidou”), or a European globalsatellite-based navigation system (hereinafter referred to as “Galileo”)based on an available region, a bandwidth, or the like. Hereinafter, inthis disclosure, “GPS” and “GNSS” may be interchangeably used. The wiredcommunication may include at least one of, for example, a universalserial bus (USB), a high definition multimedia interface (HDMI), arecommended standard-232 (RS-232), a plain old telephone service (POTS),or the like. The network 3462 may include at least one oftelecommunications networks, for example, a computer network (e.g., LANor WAN), an Internet, or a telephone network.

Each of the first and second electronic devices 3402 and 3404 may be adevice of which the type is different from or the same as that of theelectronic device 3401. According to an embodiment, the server 3406 mayinclude a group of one or more servers. According to variousembodiments, all or a portion of operations that the electronic device3401 will perform may be executed by another or plural electronicdevices (e.g., the first electronic device 3402, the second electronicdevice 3404 or the server 3406). According to an embodiment, in the casewhere the electronic device 3401 executes any function or serviceautomatically or in response to a request, the electronic device 3401may not perform the function or the service internally, but,alternatively additionally, it may request at least a portion of afunction associated with the electronic device 3401 from another device(e.g., the electronic device 3402 or 3404 or the server 3406). The otherelectronic device may execute the requested function or additionalfunction and may transmit the execution result to the electronic device3401. The electronic device 3401 may provide the requested function orservice using the received result or may additionally process thereceived result to provide the requested function or service. To thisend, for example, cloud computing, distributed computing, orclient-server computing may be used.

FIG. 35 illustrates a block diagram of an electronic device, accordingto various embodiments of the present disclosure.

Referring to FIG. 35, an electronic device 3501 may include, forexample, all or a part of the electronic device 3401 illustrated in FIG.34. The electronic device 3501 may include one or more processors (e.g.,an AP) 3510, a communication module 3520, a subscriber identificationmodule 3524, a memory 3530, a sensor module 3540, an input device 3550,a display 3560, an interface 3570, an audio module 3580, a camera module3591, a power management module 3595, a battery 3596, an indicator 3597,and a motor 3598.

The processor 3510 may drive, for example, an OS or an application tocontrol a plurality of hardware or software elements connected to theprocessor 3510 and may process and compute a variety of data. Forexample, the processor 3510 may be implemented with a system on chip(SoC). According to an embodiment, the processor 3510 may furtherinclude at least one of a graphic processing unit (GPU) or an imagesignal processor. The processor 3510 may include at least a part (e.g.,a cellular module 3521) of elements illustrated in FIG. 35. Theprocessor 3510 may load an instruction or data, which is received fromat least one of other elements (e.g., a nonvolatile memory), into avolatile memory and process the loaded instruction or data. Theprocessor 3510 may store a variety of data in the nonvolatile memory.

The communication module 3520 may be configured the same as or similarto the communication interface 3470 of FIG. 34. The communication module3520 may include the cellular module 3521, a Wi-Fi module 3523, aBluetooth (BT) module 3525, a GNSS module 3527 (e.g., a GPS module, aGlonass module, a Beidou module, or a Galileo module), a near fieldcommunication (NFC) module 3528, and a radio frequency (RF) module 3529.

The cellular module 3521 may provide, for example, voice communication,video communication, a character service, an Internet service, or thelike over a communication network. According to an embodiment, thecellular module 3521 may perform discrimination and authentication ofthe electronic device 3501 within a communication network by using thesubscriber identification module (e.g., a subscriber identity module(SIM) card) 3524. According to an embodiment, the cellular module 3521may perform at least a portion of functions that the processor 3510provides. According to an embodiment, the cellular module 3521 mayinclude a CP.

Each of the Wi-Fi module 3523, the BT module 3525, the GNSS module 3527,or the NFC module 3528 may include a processor for processing dataexchanged through a corresponding module, for example. According to anembodiment, at least a part (e.g., two or more) of the cellular module3521, the Wi-Fi module 3523, the BT module 3525, the GNSS module 3527,or the NFC module 3528 may be included within one Integrated Circuit(IC) or an IC package.

For example, the RF module 3529 may transmit and receive a communicationsignal (e.g., an RF signal). For example, the RF module 3529 may includea transceiver, a power amplifier module (PAM), a frequency filter, a lownoise amplifier (LNA), an antenna, or the like. According to anotherembodiment, at least one of the cellular module 3521, the Wi-Fi module3523, the BT module 3525, the GNSS module 3527, or the NFC module 3528may transmit and receive an RF signal through a separate RF module.

The subscriber identification module 3524 may include, for example, atleast one of a card or embedded SIM that includes a subscriberidentification module and may include unique identify information (e.g.,integrated circuit card identifier (ICCID)) or subscriber information(e.g., integrated mobile subscriber identity (IMSI)).

The memory 3530 (e.g., the memory 3430) may include an internal memory3532 or an external memory 3534. For example, the internal memory 3532may include at least one of a volatile memory (e.g., a dynamic randomaccess memory (DRAM), a static RAM (SRAM), a synchronous DRAM (SDRAM),or the like), a nonvolatile memory (e.g., a one-time programmable readonly memory (OTPROM), a programmable ROM (PROM), an erasable andprogrammable ROM (EPROM), an electrically erasable and programmable ROM(EEPROM), a mask ROM, a flash ROM, a flash memory (e.g., a NAND flashmemory or a NOR flash memory), or the like), a hard drive, or a solidstate drive (SSD).

The external memory 3534 may further include a flash drive such ascompact flash (CF), secure digital (SD), micro secure digital(Micro-SD), mini secure digital (Mini-SD), extreme digital (xD), amultimedia card (MMC), a memory stick, or the like. The external memory3534 may be at least one of operatively or physically connected to theelectronic device 3501 through various interfaces.

The sensor module 3540 may measure, for example, a physical quantity ormay detect an operation state of the electronic device 3501. The sensormodule 3540 may convert the measured or detected information to anelectric signal. For example, the sensor module 3540 may include atleast one of a gesture sensor 3540A, a gyro sensor 3540B, a barometricpressure sensor 3540C, a magnetic sensor 3540D, an acceleration sensor3540E, a grip sensor 3540F, the proximity sensor 3540G, a color sensor3540H (e.g., red, green, blue (RGB) sensor), a biometric sensor 35401, atemperature/humidity sensor 3540J, an illuminance sensor 3540K, or an UVsensor 3540M. Although not illustrated, additionally or generally, thesensor module 3540 may further include, for example, at least one of anE-nose sensor, an electromyography (EMG) sensor, an electroencephalogram(EEG) sensor, an electrocardiogram (ECG) sensor, an infrared (IR)sensor, an iris sensor, or a fingerprint sensor. The sensor module 3540may further include a control circuit for controlling at least one ormore sensors included therein. According to an embodiment, theelectronic device 3501 may further include a processor that is a part ofthe processor 3510 or independent of the processor 3510 and isconfigured to control the sensor module 3540. The processor may controlthe sensor module 3540 while the processor 3510 remains at a sleepstate.

The input device 3550 may include, for example, a touch panel 3552, a(digital) pen sensor 3554, a key 3556, or an ultrasonic input unit 3558.For example, the touch panel 3552 may use at least one of capacitive,resistive, infrared and ultrasonic detecting methods. Also, the touchpanel 3552 may further include a control circuit. The touch panel 3552may further include a tactile layer to provide a tactile reaction to auser.

The (digital) pen sensor 3554 may be, for example, a part of a touchpanel or may include an additional sheet for recognition. The key 3556may include, for example, a physical button, an optical key, a keypad,or the like. The ultrasonic input device 3558 may detect (or sense) anultrasonic signal, which is generated from an input device, through amicrophone (e.g., a microphone 3588) and may check data corresponding tothe detected ultrasonic signal.

The display 3560 (e.g., the display 3460) may include a panel 3562, ahologram device 3564, or a projector 3566. The panel 3562 may be thesame as or similar to the display 3460 illustrated in FIG. 34. The panel3562 may be implemented, for example, to be flexible, transparent orwearable. The panel 3562 and the touch panel 3552 may be integrated intoa single module. The hologram device 3564 may display a stereoscopicimage in a space using a light interference phenomenon. The projector3566 may project light onto a screen so as to display an image. Forexample, the screen may be arranged in the inside or the outside of theelectronic device 3501. According to an embodiment, the display 3560 mayfurther include a control circuit for controlling the panel 3562, thehologram device 3564, or the projector 3566.

The interface 3570 may include, for example, a HDMI 3572, a USB 3574, anoptical interface 3576, or a D-subminiature (D-sub) 3578. The interface3570 may be included, for example, in the communication interface 3470illustrated in FIG. 34. Additionally, or generally, the interface 3570may include, for example, a mobile high definition link (MHL) interface,a SD card/MMC interface, or an infrared data association (IrDA) standardinterface.

The audio module 3580 may convert a sound and an electric signal in dualdirections. At least part of the audio module 3580 may be included, forexample, in the input/output interface 3450 illustrated in FIG. 34. Theaudio module 3580 may process, for example, sound information that isinput or output through a speaker 3582, a receiver 3584, an earphone3586, or the microphone 3588.

For example, the camera module 3591 may shoot a still image or a video.According to an embodiment, the camera module 3591 may include at leastone or more image sensors (e.g., a front sensor or a rear sensor), alens, an image signal processor (ISP), or a flash (e.g., an LED or axenon lamp).

The power management module 3595 may manage, for example, power of theelectronic device 3501. According to an embodiment, a power managementintegrated circuit (PMIC), a charger IC, or a battery or fuel gauge maybe included in the power management module 3595. The PMIC may have atleast one of a wired charging method or a wireless charging method. Thewireless charging method may include, for example, a magnetic resonancemethod, a magnetic induction method or an electromagnetic method and mayfurther include an additional circuit, for example, a coil loop, aresonant circuit, or a rectifier, and the like. The battery gauge maymeasure, for example, a remaining capacity of the battery 3596 and avoltage, current or temperature thereof while the battery is charged.The battery 3596 may include, for example, at least one of arechargeable battery or a solar battery.

The indicator 3597 may display a specific state of the electronic device3501 ora part thereof (e.g., the processor 3510), such as a bootingstate, a message state, a charging state, and the like. The motor 3598may convert an electrical signal into a mechanical vibration and maygenerate the following effects: vibration, haptic, and the like.Although not illustrated, a processing device (e.g., a GPU) forsupporting a mobile TV may be included in the electronic device 3501.The processing device for supporting the mobile TV may process mediadata according to the standards of digital multimedia broadcasting(DMB), digital video broadcasting (DVB), MediaFlo™, or the like.

Each of the above-mentioned elements of the electronic device accordingto various embodiments of the present disclosure may be configured withone or more components, and the names of the elements may be changedaccording to the type of the electronic device. In various embodiments,the electronic device may include at least one of the above-mentionedelements, and some elements may be omitted or other additional elementsmay be added. Furthermore, some of the elements of the electronic deviceaccording to various embodiments may be combined with each other so asto form one entity, so that the functions of the elements may beperformed in the same manner as before the combination.

FIG. 36 illustrates a block diagram of a program module, according tovarious embodiments of the present disclosure.

According to an embodiment, a program module 3610 (e.g., the program3440) may include an OS to control resources associated with at leastone of an electronic device (e.g., the electronic device 3401), ordiverse applications (e.g., the application program 3447) driven on theOS. The OS may be, for example, Android, iOS, Windows, Symbian, orTizen.

The program module 3610 may include at least one of a kernel 3620, amiddleware 3630, an API 3660, or an application 3670. At least a portionof the program module 3610 may be preloaded on an electronic device ormay be downloadable from an external electronic device (e.g., the firstelectronic device 3402, the second electronic device 3404, the server3406, or the like).

The kernel 3620 (e.g., the kernel 3441) may include, for example, asystem resource manager 3621 or a device driver 3623. The systemresource manager 3621 may perform control, allocation, or retrieval ofsystem resources. According to an embodiment, the system resourcemanager 3621 may include a process managing unit, a memory managingunit, or a file system managing unit. The device driver 3623 mayinclude, for example, a display driver, a camera driver, a Bluetoothdriver, a shared memory driver, a USB driver, a keypad driver, a Wi-Fidriver, an audio driver, or an inter-process communication (IPC) driver.

The middleware 3630 may provide, for example, a function that theapplication 3670 needs in common, or may provide diverse functions tothe application 3670 through the API 3660 to allow the application 3670to efficiently use limited system resources of the electronic device.According to an embodiment, the middleware 3630 (e.g., the middleware3443) may include at least one of a runtime library 3635, an applicationmanager 3641, a window manager 3642, a multimedia manager 3643, aresource manager 3644, a power manager 3645, a database manager 3646, apackage manager 3647, a connectivity manager 3648, a notificationmanager 3649, a location manager 3650, a graphic manager 3651, asecurity manager 3652, or a payment manager.

The runtime library 3635 may include, for example, a library module thatis used by a compiler to add a new function through a programminglanguage while the application 3670 is being executed. The runtimelibrary 3635 may perform input/output management, memory management, orcapacities about arithmetic functions.

The application manager 3641 may manage, for example, a life cycle of atleast one application of the application 3670. The window manager 3642may manage a GUI resource that is used in a screen. The multimediamanager 3643 may identify a format utilized for playing diverse mediafiles, and may perform encoding or decoding of media files by using acodec suitable for the format. The resource manager 3644 may manageresources such as a storage space, memory, or source code of at leastone application of the application 3670.

The power manager 3645 may operate, for example, with a basicinput/output system (BIOS) to manage a battery or power, and may providepower information for an operation of an electronic device. The databasemanager 3646 may generate, search for, or modify database that is to beused in at least one application of the application 3670. The packagemanager 3647 may install or update an application that is distributed inthe form of package file.

The connectivity manager 3648 may manage, for example, wirelessconnection such as Wi-Fi or Bluetooth. The notification manager 3649 maydisplay or notify an event such as arrival message, appointment, orproximity notification in a mode that does not disturb a user. Thelocation manager 3650 may manage location information about anelectronic device. The graphic manager 3651 may manage a graphic effectthat is provided to a user, or manage a user interface relevant thereto.The security manager 3652 may provide a general security functionutilized for system security, user authentication, or the like.According to an embodiment, in the case where an electronic device(e.g., the electronic device 3401) includes a telephony function, themiddleware 3630 may further include a telephony manager for managing avoice or video call function of the electronic device.

The middleware 3630 may include a middleware module that combinesdiverse functions of the above-described elements. The middleware 3630may provide a module specialized to each OS kind to providedifferentiated functions. Additionally, the middleware 3630 maydynamically remove a part of the preexisting elements or may add newelements thereto.

The API 3660 (e.g., the API 3445) may be, for example, a set ofprogramming functions and may be provided with a configuration that isvariable depending on an OS. For example, in the case where an OS is theandroid or the iOS, it may provide one API set per platform. In the casewhere an OS is the tizen, it may provide two or more API sets perplatform.

The application 3670 (e.g., the application program 3447) may include,for example, one or more applications capable of providing functions fora home 3671, a dialer 3672, an SMS/multimedia messaging system (MMS)3673, an instant message (IM) 3674, a browser 3675, a camera 3676, analarm 3677, a contact 3678, a voice dial 3679, an e-mail 3680, acalendar 3681, a media player 3682, an album 3683, and a watch 3684 orfor offering health care (e.g., measuring an exercise quantity, bloodsugar, or the like) or environment information (e.g., information ofbarometric pressure, humidity, temperature, or the like).

According to an embodiment, the application 3670 may include anapplication (hereinafter referred to as “information exchangingapplication” for descriptive convenience) to support informationexchange between an electronic device (e.g., the electronic device 3401)and an external electronic device (e.g., the first electronic device3402 or the second electronic device 3404). The information exchangingapplication may include, for example, a notification relay applicationfor transmitting specific information to an external electronic device,or a device management application for managing the external electronicdevice.

For example, the notification relay application may include a functionof transmitting notification information, which arise from otherapplications (e.g., applications for SMS/MMS, e-mail, health care, orenvironmental information), to an external electronic device.Additionally, the information exchanging application may receive, forexample, notification information from an external electronic device andprovide the notification information to a user.

The device management application may manage (e.g., install, delete, orupdate), for example, at least one function (e.g., turn-on/turn-off ofan external electronic device itself (or a part of elements) oradjustment of brightness (or resolution) of a display) of the externalelectronic device which communicates with the electronic device, anapplication running in the external electronic device, or a service(e.g., a call service, a message service, or the like) provided from theexternal electronic device.

According to an embodiment, the application 3670 may include anapplication (e.g., a health care application of a mobile medical device)that is assigned in accordance with an attribute of an externalelectronic device. According to an embodiment, the application 3670 mayinclude an application that is received from an external electronicdevice (e.g., the first electronic device 3402, the second electronicdevice 3404, or the server 3406). According to an embodiment, theapplication 3670 may include a preloaded application or a third partyapplication that is downloadable from a server. The names of elements ofthe program module 3610 according to the embodiment may be modifiabledepending on kinds of operating systems.

According to various embodiments, at least a portion of the programmodule 3610 may be implemented by software, firmware, hardware, or acombination of two or more thereof. At least a portion of the programmodule 3610 may be implemented (e.g., executed), for example, by theprocessor (e.g., the processor 3510). At least a portion of the programmodule 3610 may include, for example, modules, programs, routines, setsof instructions, processes, or the like for performing one or morefunctions.

The term “module” used in this disclosure may represent, for example, aunit including one or more combinations of hardware, software andfirmware. The term “module” may be interchangeably used with the terms“unit,” “logic,” “logical block,” “component” and “circuit.” The“module” may be a minimum unit of an integrated component or may be apart thereof The “module” may be a minimum unit for performing one ormore functions or a part thereof The “module” may be implementedmechanically or electronically. For example, the “module” may include atleast one of an application-specific IC (ASIC) chip, afield-programmable gate array (FPGA), and a programmable-logic devicefor performing some operations, which are known or will be developed.

At least part of an apparatus (e.g., modules or functions thereof) or amethod (e.g., operations) according to various embodiments may be, forexample, implemented by instructions stored in a non-transitorycomputer-readable storage media in the form of a program module. Theinstruction, when executed by a processor (e.g., the processor 3420),may cause the one or more processors to perform a function correspondingto the instruction. The non-transitory computer-readable storage media,for example, may be the memory 3430.

A non-transitory computer-readable recording medium may include a harddisk, a floppy disk, a magnetic media (e.g., a magnetic tape), anoptical media (e.g., a compact disc read only memory (CD-ROM) and adigital versatile disc (DVD), a magneto-optical media (e.g., a flopticaldisk)), and hardware devices (e.g., a read only memory (ROM), a RAM, ora flash memory). Also, a program instruction may include not only amechanical code such as things generated by a compiler but also ahigh-level language code executable on a computer using an interpreter.The above hardware unit may be configured to operate via one or moresoftware modules for performing an operation according to variousembodiments, and vice versa.

A module or a program module according to various embodiments mayinclude at least one of the above elements, or a part of the aboveelements may be omitted, or additional other elements may be furtherincluded. Operations performed by a module, a program module, or otherelements according to various embodiments may be executed sequentially,in parallel, repeatedly, or in a heuristic method. In addition, someoperations may be executed in different sequences or may be omitted.Alternatively, other operations may be added.

While the present disclosure has been shown and described with referenceto various embodiments thereof, it will be understood by those skilledin the art that various changes in form and details may be made thereinwithout departing from the spirit and scope of the present disclosure asdefined by the appended claims and their equivalents.

What is claimed is:
 1. An electronic device comprising: a housing; atouchscreen display exposed through a first portion of the housing; amicrophone disposed at a second portion of the housing; a speakerdisposed at a third portion of the housing; a memory disposed inside thehousing; and a processor disposed inside the housing, and electricallyconnected to the display, the microphone, the speaker, and the memory;wherein the memory is configured to store a plurality of applicationprograms, each of which includes a graphic user interface (GUI), andwherein the memory is further configured to store instructions that,when executed, cause the processor to: control the microphone to receivean utterance from a user; generate or receive text data based on theutterance; select one of the applications programs, based at leastpartly on the text data; launch the selected application program;control to display the GUI of the selected application program on thedisplay; control to display at least part of a sequence of automaticallyproviding an input into the GUI on the display, based at least partly onthe text data; cause the selected application program to perform anoperation that utilizes at least one parameter, using the input as theat least one parameter; and control to display a result of the operationon the display.
 2. The electronic device of claim 1, wherein theinstructions cause the processor to download at least one of theplurality of application programs from a server.
 3. The electronicdevice of claim 1, wherein the instructions are part of a softwareframework that provides an application programming interface to theplurality of application programs.
 4. The electronic device of claim 1,wherein the instructions further cause the processor to: control todisplay, on the display, one or more identifiers, each of whichrepresents a respective one of the plurality of application programs,based at least partly on the text data; receive a selection of one ofthe identifiers from the user via the display or the microphone; andselect the one of the application programs, based on the receivedselection.
 5. The electronic device of claim 4, wherein the identifiersare in the form of at least one of an icon, a symbol, an image, or text.6. The electronic device of claim 1, wherein, when the text data lacks aparameter for the selected application program to perform the operation,the instructions further cause the processor to: control to display acursor in an input area of the GUI for receiving the parameter; receivetext input for the parameter via the display; and cause the applicationprogram to perform the operation, using the text input.
 7. Theelectronic device of claim 1, wherein the instructions further cause theprocessor to: generate or receive intent of the utterance and theparameter for performing the intent based on the text data; generate orreceive a path rule including a sequence of the operation of theselected application program based on the intent and the parameter; ifthe one application program is selected, select the one applicationprogram depending on the path rule; if the selected application programperforms the operation, perform the operation included in the path ruledepending on the sequence of the path rule; and if the result of theoperation is displayed on the display, control to display the result ofthe operation included in the path rule on the display depending on theperformed sequence.
 8. The electronic device of claim 7, wherein the onepath rule includes the operation of the selected application program andthe parameter utilized to perform the operation.
 9. An electronic devicecomprising: a housing; a touchscreen display exposed through a firstportion of the housing; a microphone disposed at a second portion of thehousing; a speaker disposed at a third portion of the housing; a memorydisposed inside the housing; and a processor disposed inside thehousing, and electrically connected to the display, the microphone, thespeaker, and the memory; wherein the memory is configured to store afirst plurality of application programs and a second plurality ofapplication programs, wherein each of the first and second plurality ofapplication programs includes a graphic user interface (GUI), andwherein the memory is further configured to store instructions that,when executed, cause the processor to: control the microphone to receivean utterance from a user; generate or receive text data based on theutterance; select a first application program from the first pluralityof application programs, based at least partly on the text data; launchthe selected first application program; control to display the GUI ofthe selected first application program on the display; cause theselected first application program to perform a first operation thatutilizes at least one first parameter, based at least partly on the textdata, while displaying at least part of a sequence of performing thefirst operation on the display; control to display a result of the firstoperation on the display; after displaying the result, control todisplay one or more identifiers on the display, based at least partly onthe text data, wherein each of the identifiers represents a respectiveone of the second plurality of application programs; receive a selectionof one of the identifiers from the user via the display or themicrophone; select a second application program from the secondplurality of application programs, based on the received selection; andcause the selected second application program to perform a secondoperation that utilizes at least one second parameter, using at leastpart of the result of the first operation.
 10. The electronic device ofclaim 9, wherein the instructions cause the processor to download atleast one of the first or second plurality of application programs froma server.
 11. The electronic device of claim 9, wherein the instructionsare part of a software framework that provides an applicationprogramming interface to the first and second pluralities of applicationprograms.
 12. The electronic device of claim 9, wherein the instructionsfurther cause the processor to: after selecting the second applicationprogram, control to display the GUI of the selected second applicationprogram on the display; cause the selected second application program toperform the second operation, while displaying at least part of asequence of performing the second operation on the display; and controlto display a result of the second operation on the display.
 13. Theelectronic device of claim 9, wherein the identifiers are in the form ofat least one of an icon, a symbol, an image, or text.
 14. The electronicdevice of claim 9, wherein, when the text data lacks a first parameterfor the first application program to perform the first operation, theinstructions further cause the processor to: control to display an inputarea of the GUI of the first application program on the display forreceiving the first parameter; receive a first input for the firstparameter via the display or the microphone; and cause the firstapplication program to perform the operation, using the first input. 15.The electronic device of claim 9, wherein, when the text data lacks asecond parameter for the second application program to perform thesecond operation, the instructions further cause the processor to:control to display an input area of the GUI of the second applicationprogram on the display for receiving the second parameter; receive asecond input for the second parameter via the display or the microphone;and cause the second application program to perform the operation, usingthe second input.
 16. An electronic device comprising: a housing; atouchscreen display exposed through a first portion of the housing; amicrophone disposed at a second portion of the housing; a speakerdisposed at a third portion of the housing; a memory disposed inside thehousing; and a processor disposed inside the housing, and electricallyconnected to the display, the microphone, the speaker, and the memory;wherein the memory is configured to store a plurality of applicationprograms, each of which includes a graphic user interface (GUI), andwherein the memory is further configured to store instructions that,when executed, cause the processor to: control the microphone to receivea verbal request from a user; generate or receive text data based on therequest; select one of the applications programs, based at least partlyon the text data; determine a portion of an operation that can beperformed automatically on the selected application program, using thetext data; launch the selected application program; control to displaythe GUI of the selected application program on the display; control todisplay at least part of a sequence of automatically performing theportion of the operation, based at least partly on the text data,without completing the operation; receive a user input via the displayor microphone; and cause the application program to complete theoperation, using the received user input.
 17. The electronic device ofclaim 16, wherein the instructions are part of a software framework thatprovides an application programming interface provided to the pluralityof application programs.
 18. The electronic device of claim 16, whereinthe instructions further cause the processor to: control to store userinformation in the memory; and when the text data lacks a parameter forthe selected application program to perform the operation, propose theparameter to be added to the operation based on the stored userinformation.